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a/translations/bn/README.md +++ b/translations/bn/README.md @@ -1,223 +1,206 @@ -[![GitHub লাইসেন্স](https://img.shields.io/github/license/microsoft/ML-For-Beginners.svg)](https://github.com/microsoft/ML-For-Beginners/blob/master/LICENSE) -[![GitHub অবদানকারীরা](https://img.shields.io/github/contributors/microsoft/ML-For-Beginners.svg)](https://GitHub.com/microsoft/ML-For-Beginners/graphs/contributors/) -[![GitHub ইস্যুসমূহ](https://img.shields.io/github/issues/microsoft/ML-For-Beginners.svg)](https://GitHub.com/microsoft/ML-For-Beginners/issues/) -[![GitHub পুল-রিকোয়েস্টসমূহ](https://img.shields.io/github/issues-pr/microsoft/ML-For-Beginners.svg)](https://GitHub.com/microsoft/ML-For-Beginners/pulls/) -[![PRs স্বাগত](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com) +### 🌐 বহুভাষী সমর্থন -[![GitHub ওয়াচাররা](https://img.shields.io/github/watchers/microsoft/ML-For-Beginners.svg?style=social&label=Watch)](https://GitHub.com/microsoft/ML-For-Beginners/watchers/) -[![GitHub ফর্কস](https://img.shields.io/github/forks/microsoft/ML-For-Beginners.svg?style=social&label=Fork)](https://GitHub.com/microsoft/ML-For-Beginners/network/) -[![GitHub স্টারস](https://img.shields.io/github/stars/microsoft/ML-For-Beginners.svg?style=social&label=Star)](https://GitHub.com/microsoft/ML-For-Beginners/stargazers/) +#### গিটহাব অ্যাকশনের মাধ্যমে সমর্থিত (স্বয়ংক্রিয় ও সর্বদা আপ-টু-ডেট) -### 🌐 একাধিক ভাষার সমর্থন +> **স্থানীয়ভাবে ক্লোন করতে পছন্দ করেন?** -#### GitHub Action-এর মাধ্যমে সমর্থিত (স্বয়ংক্রিয় ও সর্বদা হালনাগাদ) +> এই রিপোজিটরিতে ৫০+ ভাষার অনুবাদ রয়েছে যা ডাউনলোডের আকার অনেক বাড়িয়ে দেয়। অনুবাদ ছাড়া ক্লোন করতে, sparse checkout ব্যবহার করুন: +> ```bash +> git clone --filter=blob:none --sparse https://github.com/microsoft/ML-For-Beginners.git +> cd ML-For-Beginners +> git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' +> ``` +> এটি আপনাকে দ্রুত ডাউনলোডে সম্পূর্ণ কোর্সটি সম্পন্ন করার জন্য যা কিছু দরকার তা দেবে। - -[আরবি](../ar/README.md) | [বাংলা](./README.md) | [বুলগেরিয়ান](../bg/README.md) | [বার্মিজ (মায়ানমার)](../my/README.md) | [চীনা (সরলীকৃত)](../zh/README.md) | [চীনা (প্রচলিত, হংকং)](../hk/README.md) | [চীনা (প্রচলিত, ম্যাকাও)](../mo/README.md) | [চীনা (প্রচলিত, তাইওয়ান)](../tw/README.md) | [ক্রোয়েশিয়ান](../hr/README.md) | [চেক](../cs/README.md) | [ডেনিশ](../da/README.md) | [ডাচ](../nl/README.md) | [এস্তোনিয়ান](../et/README.md) | [ফিনিশ](../fi/README.md) | [ফরাসি](../fr/README.md) | [জার্মান](../de/README.md) | [গ্রীক](../el/README.md) | [হিব্রু](../he/README.md) | [হিন্দি](../hi/README.md) | [হাঙ্গেরিয়ান](../hu/README.md) | [ইন্দোনেশীয়](../id/README.md) | [ইতালীয়](../it/README.md) | [জাপানি](../ja/README.md) | [কন্নডা](../kn/README.md) | [কোরিয়ান](../ko/README.md) | [লিথুয়ানিয়ান](../lt/README.md) | [মালয়](../ms/README.md) | [মালায়ালম](../ml/README.md) | [মরাঠি](../mr/README.md) | [নেপালি](../ne/README.md) | [নাইজেরিয়ান পিডজিন](../pcm/README.md) | [নরওয়েজিয়ান](../no/README.md) | [ফার্সি (পার্সিয়ান)](../fa/README.md) | [পোলিশ](../pl/README.md) | [পর্তুগিজ (ব্রাজিল)](../br/README.md) | [পর্তুগিজ (পর্তুগাল)](../pt/README.md) | [পাঞ্জাবি (গুরুমুখি)](../pa/README.md) | [রোমানিয়ান](../ro/README.md) | [রাশিয়ান](../ru/README.md) | [সার্বীয় (সিরিলিক)](../sr/README.md) | [স্লোভাক](../sk/README.md) | [স্লোভেনিয়ান](../sl/README.md) | [স্প্যানিশ](../es/README.md) | [সোয়াহিলি](../sw/README.md) | [সুইডিশ](../sv/README.md) | [টাগালগ (ফিলিপিনো)](../tl/README.md) | [তামিল](../ta/README.md) | [তেলেগু](../te/README.md) | [থাই](../th/README.md) | [তুর্কি](../tr/README.md) | [ইউক্রেনীয়](../uk/README.md) | [উর্দু](../ur/README.md) | [ভিয়েতনামি](../vi/README.md) - +#### আমাদের সম্প্রদায়ে যোগদান করুন -#### আমাদের সম্প্রদায়ে যোগ দিন +আমাদের কাছে Discord এ একটি "AI সহ শিখুন" সিরিজ চলছে, আরো জানতে এবং যুক্ত হতে পারেন [Learn with AI Series](https://aka.ms/learnwithai/discord) এ, যা চলবে ১৮ থেকে ৩০ সেপ্টেম্বর, ২০২৫। আপনি GitHub Copilot ব্যবহার করে Data Science এর টিপস ও ট্রিকস পাবেন। -[![Microsoft Foundry ডিসকর্ড](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# নবাগতদের জন্য মেশিন লার্নিং - একটি কারিকুলাম -আমাদের কাছে একটি Discord-ভিত্তিক "AI-এর সাথে শেখা" সিরিজ চলছে, আরো জানতে এবং আমাদের সঙ্গে যোগ দিতে যান [AI-এর সাথে শেখার সিরিজ](https://aka.ms/learnwithai/discord) এ, সময়কাল 18 - 30 সেপ্টেম্বর, 2025। আপনি GitHub Copilot ব্যবহার করে ডেটা সায়েন্সের জন্য টিপস এবং কৌশল শিখবেন। +> 🌍 বিশ্বের সংস্কৃতিগুলোর মাধ্যমে মেশিন লার্নিং অন্বেষণে বিশ্বের চারিদিকে ভ্রমণ করুন 🌍 -![AI-এর সাথে শেখার সিরিজ](../../translated_images/bn/3.9b58fd8d6c373c20.webp) +Microsoft এর ক্লাউড অ্যাডভোকেটরা আনন্দের সাথে ১২ সপ্তাহের ২৬টি পাঠের কারিকুলাম অফার করছে যা সম্পূর্ণ **মেশিন লার্নিং** সম্পর্কিত। এই কারিকুলামে আপনি শিখবেন যা কখনও কখনও **ক্লাসিক মেশিন লার্নিং** নামে পরিচিত, যেখানে প্রধানত Scikit-learn লাইব্রেরি ব্যবহার করা হয় এবং ডীপ লার্নিং ধারণা থেকে বিরত থাকা হয়েছে, যা আমাদের [নবাগতদের জন্য AI কারিকুলাম](https://aka.ms/ai4beginners) এ আলোচিত হয়েছে। এই পাঠগুলিকে আমাদের ['নবাগতদের জন্য ডেটা সায়েন্স কারিকুলাম'](https://aka.ms/ds4beginners) এর সাথে মিলিয়ে ব্যবহার করতে পারেন। -# শুরুরদের জন্য মেশিন লার্নিং - একটি পাঠক্রম +বিশ্বের বিভিন্ন অঞ্চলের ডেটার উপর এই ক্লাসিক মেশিন লার্নিং কৌশলগুলি প্রয়োগ করে আমাদের সাথে পৃথিবীর চারিদিকে ভ্রমণ করুন। প্রতিটি পাঠে রয়েছে পাঠের আগে এবং পরে কুইজ, পাঠের পূর্ণ বিবরণ, সমাধান, একটি অ্যাসাইনমেন্ট, এবং আরও অনেক কিছু। আমাদের প্রকল্প-ভিত্তিক শিক্ষণ পদ্ধতি আপনাকে শেখার সময় নির্মাণের সুযোগ দেয়, যা নতুন দক্ষতা স্থায়ী করে। -> 🌍 বিশ্বজুড়ে ভ্রমণ করুন যখন আমরা বিশ্বের সংস্কৃতির মাধ্যমে মেশিন লার্নিং অন্বেষণ করি 🌍 +**✍️ আমাদের লেখকদের প্রতি আন্তরিক ধন্যবাদ** জেন লুপার, স্টিফেন হ্যাওয়েল, ফ্রানচেস্কা লাজেরি, তমমি ইমুরা, ক্যাসি ব্রেভিউ, দিমিত্রি সশников, ক্রিস নরিং, অনির্বাণ মুখার্জি, ওর্নেলা আলতুনিয়ান, রুথ ইয়াকুবু এবং এমি বয়ড -Microsoft-এর Cloud Advocates একটি 12 সপ্তাহ, 26-উপাঠের একটি সম্পূর্ণ পাঠক্রম উপহার দেওয়ার আনন্দ পাচ্ছে যা সম্পূর্ণরূপে **মেশিন লার্নিং** সম্পর্কে। এই পাঠক্রমে, আপনি যা কখনও কখনও **ক্লাসিকাল মেশিন লার্নিং** বলা হয় তা সম্পর্কে জানবেন, প্রধানত Scikit-learn লাইব্রেরি ব্যবহার করে এবং ডিপ লার্নিং এড়িয়ে চলা, যা আমাদের [AI for Beginners' curriculum](https://aka.ms/ai4beginners)-এ কভার করা হয়েছে। এই পাঠগুলোকে আমাদের ['Data Science for Beginners' curriculum](https://aka.ms/ds4beginners)-এর সঙ্গে মিলিয়ে নিন। +**🎨 আমাদের চিত্রকরদের প্রতি কৃতজ্ঞতা** তমমি ইমুরা, দাসানি মাদিপালি, এবং জেন লুপার -আমাদের সঙ্গে বিশ্বের বিভিন্ন স্থান থেকে আসা ডেটার ওপর ক্লাসিক্যাল কৌশলগুলো প্রয়োগ করে ভ্রমণ করুন। প্রতিটি পাঠে আছে প্রি- ও পোস্ট-লেকচার কুইজ, লেখ্য নির্দেশিকা পাঠ সম্পন্ন করার জন্য, একটি সমাধান, একটি অ্যাসাইনমেন্ট, এবং আরো অনেক কিছু। আমাদের প্রকল্প-ভিত্তিক শিক্ষাদান পদ্ধতি আপনাকে নির্মাণ করার সময় শেখার সুযোগ দেয়, যা নতুন দক্ষতা গেঁথে রাখার প্রমাণিত উপায়। +**🙏 বিশেষ ধন্যবাদ 🙏 আমাদের Microsoft Student Ambassador লেখক, সমালোচক এবং কন্টেন্ট অবদানকারীদের**, বিশেষত ঋষিৎ দাগলি, মুহাম্মদ সাকিব খান ইনান, রোহান রাজ, আলেকজান্দ্রু পেট্রেস্কু, অভিষেক জৈস্বাল, নওরিন তাবাসসুম, ইয়োয়ান সামুইলা, এবং স্নিগ্ধা আগরওয়ালকে। -**✍️ আমাদের লেখকদের প্রতি আন্তরিক ধন্যবাদ** Jen Looper, Stephen Howell, Francesca Lazzeri, Tomomi Imura, Cassie Breviu, Dmitry Soshnikov, Chris Noring, Anirban Mukherjee, Ornella Altunyan, Ruth Yakubu এবং Amy Boyd - -**🎨 আমাদের Ilustrator দেরও ধন্যবাদ** Tomomi Imura, Dasani Madipalli, এবং Jen Looper - -**🙏 বিশেষ ধন্যবাদ 🙏 আমাদের Microsoft Student Ambassador লেখক, পর্যবেক্ষক এবং বিষয়বস্তু অবদানকারীদের**, বিশেষ করে Rishit Dagli, Muhammad Sakib Khan Inan, Rohan Raj, Alexandru Petrescu, Abhishek Jaiswal, Nawrin Tabassum, Ioan Samuila, এবং Snigdha Agarwal - -**🤩 অতিরিক্ত কৃতজ্ঞতা Microsoft Student Ambassadors Eric Wanjau, Jasleen Sondhi, এবং Vidushi Gupta-কে আমাদের R পাঠগুলো জন্য!** +**🤩 আমাদের R পাঠের জন্য Microsoft Student Ambassadors এরিক ওয়ঞ্জাউ, জসলিন সদ্ধি, এবং বিদুষী গুপ্তাকে অতিরিক্ত ধন্যবাদ!** # শুরু করা -নিম্নলিখিত ধাপগুলো অনুসরণ করুন: -1. **রিপোজিটরি Fork করুন**: এই পৃষ্ঠার উপরের ডানদিকে অবস্থিত "Fork" বোতামে ক্লিক করুন। -2. **রিপোজিটরি ক্লোন করুন**: `git clone https://github.com/microsoft/ML-For-Beginners.git` - -> [এই কোর্সের সমস্ত অতিরিক্ত সম্পদ আমাদের Microsoft Learn সংগ্রহে খুঁজুন](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) +এই ধাপগুলি অনুসরণ করুন: +১. **রিপোজিটরি ফর্ক করুন**: এই পেজের উপরের-ডানদিকে থাকা "Fork" বোতামে ক্লিক করুন। +২. **রিপোজিটরি ক্লোন করুন**: `git clone https://github.com/microsoft/ML-For-Beginners.git` -> 🔧 **সহায়তা দরকার?** ইনস্টলেশন, সেটআপ, এবং লেসন চালানোর সাধারণ সমস্যাগুলোর সমাধানের জন্য আমাদের [Troubleshooting Guide](TROUBLESHOOTING.md) দেখুন। +> [এই কোর্সের জন্য আমাদের Microsoft Learn কালেকশনে সমস্ত অতিরিক্ত রিসোর্স খুঁজুন](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) +> 🔧 **সহায়তার প্রয়োজন?** ইনস্টলেশন, সেটআপ, এবং পাঠ চালানোর সাধারণ সমস্যার সমাধানের জন্য আমাদের [Troubleshooting Guide](TROUBLESHOOTING.md) দেখুন। -**[ছাত্রছাত্রী](https://aka.ms/student-page)**, এই পাঠক্রম ব্যবহারের জন্য, পুরো রিপোটি আপনার নিজস্ব GitHub অ্যাকাউন্টে fork করুন এবং একা বা গ্রুপের সঙ্গে অনুশীলনগুলি সম্পন্ন করুন: +**[শিক্ষার্থীরা](https://aka.ms/student-page)**, এই কারিকুলাম ব্যবহার করার জন্য, পুরো রিপোজিটরিটি নিজের গিটহাব অ্যাকাউন্টে ফর্ক করুন এবং নিজের বা দলের সাথে সম্পূর্ণ করুন: -- একটি প্রি-লেকচার কুইজ দিয়ে শুরু করুন। -- লেকচার পড়ুন এবং কার্যকলাপগুলো সম্পন্ন করুন, প্রতিটি জ্ঞান-চেক এ থামুন এবং প্রতিফলন করুন। -- সমাধান কোড চালানোর বদলে পাঠগুলো বুঝে প্রকল্পগুলো তৈরি করার চেষ্টা করুন; তবুও সেই কোড প্রতিটি প্রকল্প-ভিত্তিক লেসনের `/solution` ফোল্ডারে উপলব্ধ। +- একটি প্রাক-লেকচার কুইজ দিয়ে শুরু করুন। +- লেকচার পড়ুন এবং কার্যক্রম সম্পন্ন করুন, প্রতিটি জ্ঞানের চেকপয়েন্টে থামুন এবং চিন্তা করুন। +- পাঠ্য বুঝে প্রকল্প তৈরি করার চেষ্টা করুন, সমাধান কোড চলানোর থেকে; অবশ্যই ওই কোড `/solution` ফোল্ডারে পাওয়া যাবে প্রতিটি প্রকল্পভিত্তিক পাঠে। - পোস্ট-লেকচার কুইজ দিন। - চ্যালেঞ্জ সম্পন্ন করুন। -- অ্যাসাইনমেন্ট সম্পন্ন করুন। -- একটি লেসন গ্রুপ সম্পন্ন করার পরে, [Discussion Board](https://github.com/microsoft/ML-For-Beginners/discussions) এ যান এবং উপযুক্ত PAT রুব্রিক পূরণ করে "ভাৎ করে শেখা" শেয়ার করুন। একটি 'PAT' হল একটি Progress Assessment Tool — একটি রুব্রিক যা আপনি আপনার শেখার উন্নতির জন্য পূরণ করেন। আপনি অন্যান্য PAT-এ প্রতিক্রিয়া জানাতে পারেন যাতে আমরা একসাথে শিখতে পারি। +- অ্যাসাইনমেন্ট শেষ করুন। +- একটি পাঠ গোষ্ঠী শেষ করার পর, [Discussion Board](https://github.com/microsoft/ML-For-Beginners/discussions) এ যান এবং "উচ্চস্বরে শেখা" মাধ্যমে প্রযোজ্য PAT রুব্রিক পূরণ করুন। 'PAT' হচ্ছে একটি অগ্রগতি মূল্যায়ন যন্ত্র যা আপনাকে শেখার অগ্রগতি পরিমাপ করতে সাহায্য করে। আপনি অন্য PAT গুলোর প্রতিক্রিয়াও দিতে পারেন যেন আমরা সবাই মিলে শিখতে পারি। -> আরো অধ্যয়নের জন্য, আমরা এই [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/k7o7tg1gp306q4?WT.mc_id=academic-77952-leestott) মডিউল এবং লার্নিং পাথগুলো অনুসরণ করার পরামর্শ দিই। +> আরও অধ্যয়নের জন্য, আমরা এই [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/k7o7tg1gp306q4?WT.mc_id=academic-77952-leestott) মডিউল এবং শেখার পথ অনুসরণ করার সুপারিশ করি। -**শিক্ষকগণ**, এই পাঠক্রম কীভাবে ব্যবহার করতে পারেন সে বিষয়ে আমরা [কিছু পরামর্শ অন্তর্ভুক্ত করেছি](for-teachers.md)। +**শিক্ষকগণ**, আমরা [কিছু প্রস্তাবনা](for-teachers.md) অন্তর্ভুক্ত করেছি কিভাবে এই কারিকুলাম ব্যবহার করবেন। --- ## ভিডিও ওয়াকথ্রু -কিছু পাঠ শর্ট-ফর্ম ভিডিও হিসেবে উপলব্ধ। আপনি এগুলো পাঠের ভিতরে দেখতে পাবেন, অথবা নিচের চিত্রে ক্লিক করে [Microsoft Developer YouTube চ্যানেলের ML for Beginners প্লেলিস্টে](https://aka.ms/ml-beginners-videos) যেতে পারেন। - -[![ML for Beginners ব্যানার](../../translated_images/bn/ml-for-beginners-video-banner.63f694a100034bc6.webp)](https://aka.ms/ml-beginners-videos) +কিছু পাঠ ছোট ফর্ম ভিডিও হিসাবে উপলব্ধ। আপনি এগুলো পাঠের মধ্যে অথবা [Microsoft Developer YouTube চ্যানেলের ML for Beginners প্লেলিস্টে](https://aka.ms/ml-beginners-videos) পেতে পারেন নিচের ছবিতে ক্লিক করে। --- -## টিমের সাথে পরিচিত হন - -[![প্রোমো ভিডিও](../../images/ml.gif)](https://youtu.be/Tj1XWrDSYJU) - -**GIF করেছেন** [Mohit Jaisal](https://linkedin.com/in/mohitjaisal) +## টিমের সাথে পরিচিতি -> 🎥 প্রকল্প এবং যারা এটি তৈরি করেছেন তাদের সম্পর্কে একটি ভিডিও দেখতে উপরের চিত্রে ক্লিক করুন! +> 🎥 উপরের ছবিতে ক্লিক করে প্রকল্প এবং যারা এটি তৈরি করেছে তারা সম্পর্কে একটি ভিডিও দেখুন! --- -## শিক্ষণ পদ্ধতি +## শিক্ষাদান পদ্ধতি -এ এই পাঠক্রমটি তৈরির সময় আমরা দুইটি শিক্ষাদান মূলনীতি বেছে নিয়েছি: এটি হস্তগতভাবে **প্রকল্প-ভিত্তিক** করা এবং এতে **ঘন ঘন কুইজ** অন্তর্ভুক্ত করা। এছাড়াও, এই পাঠক্রমের একটি সাধারণ **থিম** রয়েছে যা এটিকে সংহতি দেয়। +এই কারিকুলাম তৈরি করার সময় আমরা দুটি শিক্ষাদান নীতি বেছে নিয়েছি: এটি হ্যান্ডস-অন **প্রকল্পভিত্তিক** হওয়া এবং এতে **ঘন ঘন কুইজ** অন্তর্ভুক্ত করা। এছাড়া, এই কারিকুলামের একটি সাধারণ **থিম** রয়েছে যা এটিকে সংগঠিত করে। -বিষয়বস্তু প্রকল্পের সাথে সামঞ্জস্যপূর্ণ রাখলে, শিক্ষার্থীদের জন্য প্রক্রিয়াটি আরও আকর্ষণীয় হয় এবং ধারণাগুলোর ধারণ ক্ষমতা বাড়ে। এর পাশাপাশি, ক্লাসের আগে একটি নিম্ন-স্টেক্স কুইজ ছাত্রের শেখার অভিপ্রায় নির্ধারণ করে, এবং ক্লাসের পরের কুইজ নিশ্চিত করে যে ধারণাগুলো স্থায়ী হয়েছে। এই পাঠক্রমটি নমনীয় এবং মজাদারভাবে নকশা করা হয়েছে এবং সম্পূর্ণ বা আংশিকভাবে গ্রহণ করা যায়। প্রকল্পগুলো ছোটভাবে শুরু করে এবং 12-সপ্তাহের শেষ পর্যন্ত ক্রমশ জটিল হয়ে ওঠে। এই পাঠক্রমে বাস্তব-জগতের ML অ্যাপ্লিকেশনগুলোর উপর একটি পরিশিষ্টও রয়েছে, যা অতিরিক্ত ক্রেডিট বা আলোচনার ভিত্তি হিসেবে ব্যবহার করা যেতে পারে। +কন্টেন্টকে প্রকল্পের সাথে সামঞ্জস্য রেখে শিক্ষার্থীদের জন্য আরও আকর্ষণীয় করে তোলা হয় এবং ধারণাগুলোর ধারণ ক্ষমতা বাড়ে। এছাড়া ক্লাস শুরুর আগে একটি কম-দাবি সম্পন্ন কুইজ শিক্ষার্থীর শেখার উদ্দেশ্য স্থির করে, আর ক্লাস শেষে দ্বিতীয় কুইজ আরও ধারণ বেশী নিশ্চিত করে। এই কারিকুলাম নমনীয় ও মজাদার করে ডিজাইন করা হয়েছে এবং সম্পূর্ণ অথবা আংশিক গ্রহণ করা যেতে পারে। প্রকল্পগুলো ছোট থেকে শুরু করে ১২ সপ্তাহের শেষে ধীরে ধীরে জটিল হয়ে ওঠে। এই কারিকুলাম একটি বাস্তব বিশ্ব ML এর ব্যবহারীর পোস্টস্ক্রিপ্টও অন্তর্ভুক্ত করে যা অতিরিক্ত ক্রেডিট বা আলোচনা ভিত্তি হিসেবে ব্যবহার করা যেতে পারে। -> আমাদের [Code of Conduct](CODE_OF_CONDUCT.md), [Contributing](CONTRIBUTING.md), [Translation](TRANSLATIONS.md), এবং [Troubleshooting](TROUBLESHOOTING.md) নির্দেশিকা দেখুন। আমরা আপনার রचनাত্মক প্রতিক্রিয়া স্বাগত জানাই! +> আমাদের [আচারবিধি](CODE_OF_CONDUCT.md), [অবদান](CONTRIBUTING.md), [অনুবাদ](TRANSLATIONS.md), এবং [সমস্যা সমাধান](TROUBLESHOOTING.md) নির্দেশিকা দেখুন। আমরা আপনার গঠনমূলক মতামত আশা করি! ## প্রতিটি পাঠে অন্তর্ভুক্ত - ঐচ্ছিক স্কেচনোট -- ঐচ্ছিক পরিপূরক ভিডিও -- ভিডিও ওয়াকথ্রু (কিছু পাঠের জন্যই) -- [প্রী-লেকচার ওয়ার্মআপ কুইজ](https://ff-quizzes.netlify.app/en/ml/) -- লেখ্য লেকচার -- প্রকল্প-ভিত্তিক পাঠগুলোর জন্য, প্রকল্পটি কীভাবে তৈরি করবেন সে সম্পর্কে ধাপে ধাপে গাইড -- জ্ঞান-চেক +- ঐচ্ছিক সম্পূরক ভিডিও +- ভিডিও ওয়াকথ্রু (কিছু পাঠে) +- [প্রাক-লেকচার ওয়ার্মআপ কুইজ](https://ff-quizzes.netlify.app/en/ml/) +- লিখিত পাঠ +- প্রকল্পভিত্তিক পাঠের জন্য ধাপে ধাপে গাইড +- জ্ঞান পরীক্ষা - একটি চ্যালেঞ্জ -- পরিপূরক পাঠ +- সম্পূরক পঠন - অ্যাসাইনমেন্ট - [পোস্ট-লেকচার কুইজ](https://ff-quizzes.netlify.app/en/ml/) -> **ভাষা সম্পর্কিত একটি নোট**: এই পাঠগুলো মূলত Python-এ লেখা, কিন্তু অনেকগুলো R-এও উপলব্ধ। একটি R লেকচার সম্পন্ন করতে, `/solution` ফোল্ডারে যান এবং R পাঠগুলো সন্ধান করুন। সেগুলোতে .rmd এক্সটেনশন থাকবে যা একটি **R Markdown** ফাইল নির্দেশ করে যা সহজভাবে `code chunks` (R বা অন্যান্য ভাষার) এবং একটি `YAML header` (যা PDF-এর মতো আউটপুট কিভাবে ফরম্যাট করা হবে তা নির্দেশ করে) মিলিয়ে একটি `Markdown document` হিসেবে এমবেড করা যায়। ফলে, এটি ডেটা সায়েন্সের জন্য একটি আদর্শ লেখন কাঠামো হিসেবে কাজ করে কারণ এতে আপনি আপনার কোড, তার আউটপুট এবং আপনার চিন্তা একসাথে Markdown-এ লিখে রাখতে পারেন। এছাড়াও, R Markdown ডকুমেন্টগুলো PDF, HTML, বা Word-এর মতো আউটপুট ফরম্যাটে রেন্ডার করা যায়। - -> **কুইজ সম্পর্কে একটি নোট**: সব কুইজ [Quiz App folder](../../quiz-app) এ রয়েছে, মোট 52টি কুইজ আছে প্রতিটিতে তিনটি প্রশ্ন। সেগুলো লেসনের ভিতর থেকে লিঙ্ক করা হয়েছে তবে কুইজ অ্যাপটি লোকালি চালানো যেতে পারে; লোকালি হোস্ট বা Azure-এ ডিপ্লয় করার নির্দেশনার জন্য `quiz-app` ফোল্ডারের নির্দেশিকা অনুসরণ করুন। +> **ভাষা সম্পর্কে একটি নোট**: এই পাঠগুলো প্রধানত পাইথনে লেখা, তবে অনেকগুলি R ভাষাতেও উপলব্ধ। একটি R পাঠ সম্পন্ন করতে, `/solution` ফোল্ডারে যান এবং R পাঠ দেখুন। সেগুলোর এক্সটেনশন .rmd, যা একটি **R Markdown** ফাইল নির্দেশ করে, যা সহজে ব্যাখ্যা করা যায় কোড চাঙ্ক (R বা অন্যান্য ভাষার) এবং একটি `YAML হেডার` (যা আউটপুট ফরম্যাট যেমন PDF কিভাবে হবে তা নির্দেশ করে) এর সমন্বয় হিসাবে। এটি একটি আদর্শ লেখনী কাঠামো ডেটা সায়েন্সের জন্য কারণ এটি কোড, তার আউটপুট এবং আপনার চিন্তাভাবনাগুলো একসাথে Markdown এ লেখার সুযোগ দেয়। অধিকন্তু, R Markdown ডকুমেন্টগুলি PDF, HTML, বা Word এর মত আউটপুট ফরম্যাটে রেন্ডার করা যায়। +> **কুইজ সম্পর্কে একটি নোট**: সমস্ত কুইজগুলি [Quiz App folder](../../quiz-app) এ অন্তর্ভুক্ত, মোট ৫২টি কুইজ যার প্রত্যেকটির তিনটি প্রশ্ন রয়েছে। সেগুলি লেসনের মধ্যে লিঙ্ক করা হয়েছে তবে কুইজ অ্যাপটি স্থানীয়ভাবে চালানো যেতে পারে; স্থানীয় হোস্ট বা Azure এ ডিপ্লয় করার জন্য `quiz-app` ফোল্ডারে নির্দেশনা অনুসরণ করুন। | Lesson Number | Topic | Lesson Grouping | Learning Objectives | Linked Lesson | Author | | :-----------: | :------------------------------------------------------------: | :-------------------------------------------------: | ------------------------------------------------------------------------------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------: | :--------------------------------------------------: | -| 01 | মেশিন লার্নিং-এর পরিচিতি | [ভূমিকা](1-Introduction/README.md) | মেশিন লার্নিং-এর মূল ধারণাগুলো শিখুন | [পাঠ](1-Introduction/1-intro-to-ML/README.md) | Muhammad | -| 02 | মেশিন লার্নিং-এর ইতিহাস | [ভূমিকা](1-Introduction/README.md) | এই ক্ষেত্রের ইতিহাস শিখুন | [পাঠ](1-Introduction/2-history-of-ML/README.md) | Jen and Amy | -| 03 | ন্যায় ও মেশিন লার্নিং | [ভূমিকা](1-Introduction/README.md) | মডেল নির্মাণ ও প্রয়োগের সময় ছাত্রদের বিবেচনা করা উচিত এমন ন্যায়সংক্রান্ত গুরুত্বপূর্ণ দার্শনিক বিষয়গুলো কী কী? | [পাঠ](1-Introduction/3-fairness/README.md) | Tomomi | -| 04 | মেশিন লার্নিং-এর কৌশলসমূহ | [ভূমিকা](1-Introduction/README.md) | ML গবেষকরা ML মডেল গঠনের জন্য কী কী কৌশল ব্যবহার করে? | [পাঠ](1-Introduction/4-techniques-of-ML/README.md) | Chris and Jen | -| 05 | রিগ্রেশনে পরিচিতি | [রিগ্রেশন](2-Regression/README.md) | রিগ্রেশন মডেলগুলির জন্য Python এবং Scikit-learn দিয়ে শুরু করুন | [Python](2-Regression/1-Tools/README.md) • [R](../../2-Regression/1-Tools/solution/R/lesson_1.html) | Jen • Eric Wanjau | -| 06 | উত্তর আমেরিকার কুমড়োর দাম 🎃 | [রিগ্রেশন](2-Regression/README.md) | মেশিন লার্নিং-এর প্রস্তুতির জন্য ডেটা ভিজ্যুয়ালাইজ ও পরিষ্কার করুন | [Python](2-Regression/2-Data/README.md) • [R](../../2-Regression/2-Data/solution/R/lesson_2.html) | Jen • Eric Wanjau | -| 07 | উত্তর আমেরিকার কুমড়োর দাম 🎃 | [রিগ্রেশন](2-Regression/README.md) | রৈখিক ও বহুপদী রিগ্রেশন মডেল নির্মাণ করুন | [Python](2-Regression/3-Linear/README.md) • [R](../../2-Regression/3-Linear/solution/R/lesson_3.html) | Jen and Dmitry • Eric Wanjau | -| 08 | উত্তর আমেরিকার কুমড়োর দাম 🎃 | [রিগ্রেশন](2-Regression/README.md) | একটি লজিস্টিক রিগ্রেশন মডেল তৈরি করুন | [Python](2-Regression/4-Logistic/README.md) • [R](../../2-Regression/4-Logistic/solution/R/lesson_4.html) | Jen • Eric Wanjau | -| 09 | একটি ওয়েব অ্যাপ 🔌 | [ওয়েব অ্যাপ](3-Web-App/README.md) | আপনার প্রশিক্ষিত মডেল ব্যবহার করার জন্য একটি ওয়েব অ্যাপ নির্মাণ করুন | [Python](3-Web-App/1-Web-App/README.md) | Jen | -| 10 | ক্লাসিফিকেশনে পরিচিতি | [ক্লাসিফিকেশন](4-Classification/README.md) | আপনার ডেটা পরিষ্কার, প্রস্তুত ও ভিজ্যুয়ালাইজ করুন; ক্লাসিফিকেশনের পরিচিতি | [Python](4-Classification/1-Introduction/README.md) • [R](../../4-Classification/1-Introduction/solution/R/lesson_10.html) | Jen and Cassie • Eric Wanjau | -| 11 | সুস্বাদু এশিয়ান ও ভারতীয় খাবার 🍜 | [ক্লাসিফিকেশন](4-Classification/README.md) | ক্লাসিফায়ারদের পরিচিতি | [Python](4-Classification/2-Classifiers-1/README.md) • [R](../../4-Classification/2-Classifiers-1/solution/R/lesson_11.html) | Jen and Cassie • Eric Wanjau | -| 12 | সুস্বাদু এশিয়ান ও ভারতীয় খাবার 🍜 | [ক্লাসিফিকেশন](4-Classification/README.md) | আরও ক্লাসিফায়ার | [Python](4-Classification/3-Classifiers-2/README.md) • [R](../../4-Classification/3-Classifiers-2/solution/R/lesson_12.html) | Jen and Cassie • Eric Wanjau | -| 13 | সুস্বাদু এশিয়ান ও ভারতীয় খাবার 🍜 | [ক্লাসিফিকেশন](4-Classification/README.md) | আপনার মডেল ব্যবহার করে একটি রিকমেন্ডার ওয়েব অ্যাপ তৈরি করুন | [Python](4-Classification/4-Applied/README.md) | Jen | -| 14 | ক্লাস্টারিংয়ে পরিচিতি | [ক্লাস্টারিং](5-Clustering/README.md) | আপনার ডেটা পরিষ্কার, প্রস্তুত ও ভিজ্যুয়ালাইজ করুন; ক্লাস্টারিংয়ের পরিচিতি | [Python](5-Clustering/1-Visualize/README.md) • [R](../../5-Clustering/1-Visualize/solution/R/lesson_14.html) | Jen • Eric Wanjau | -| 15 | নাইজেরিয়ান সঙ্গীত পছন্দ অনুসন্ধান 🎧 | [ক্লাস্টারিং](5-Clustering/README.md) | K-Means ক্লাস্টারিং পদ্ধতি অন্বেষণ করুন | [Python](5-Clustering/2-K-Means/README.md) • [R](../../5-Clustering/2-K-Means/solution/R/lesson_15.html) | Jen • Eric Wanjau | -| 16 | প্রাকৃতিক ভাষা প্রক্রিয়াকরণে পরিচিতি ☕️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | একটি সহজ বট তৈরি করে NLP-এর মৌলিক বিষয়গুলো শিখুন | [Python](6-NLP/1-Introduction-to-NLP/README.md) | Stephen | -| 17 | সাধারণ NLP কাজসমূহ ☕️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | ভাষাগত কাঠামো নিয়ে কাজ করার সময় প্রয়োজনীয় সাধারণ কাজগুলো বুঝে আপনার NLP জ্ঞান গভীর করুন | [Python](6-NLP/2-Tasks/README.md) | Stephen | -| 18 | অনুবাদ ও অনুভূতি বিশ্লেষণ ♥️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | Jane Austen-এর সাথে অনুবাদ ও অনুভূতি বিশ্লেষণ | [Python](6-NLP/3-Translation-Sentiment/README.md) | Stephen | -| 19 | ইউরোপের রোমান্টিক হোটেলগুলো ♥️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | হোটেল রিভিউ দিয়ে অনুভূতি বিশ্লেষণ ১ | [Python](6-NLP/4-Hotel-Reviews-1/README.md) | Stephen | -| 20 | ইউরোপের রোমান্টিক হোটেলগুলো ♥️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | হোটেল রিভিউ দিয়ে অনুভূতি বিশ্লেষণ ২ | [Python](6-NLP/5-Hotel-Reviews-2/README.md) | Stephen | -| 21 | টাইম সিরিজ পূর্বাভাসে পরিচিতি | [টাইম সিরিজ](7-TimeSeries/README.md) | টাইম সিরিজ পূর্বাভাসে পরিচিতি | [Python](7-TimeSeries/1-Introduction/README.md) | Francesca | -| 22 | ⚡️ বিশ্ব বিদ্যুৎ ব্যবহার ⚡️ - ARIMA দিয়ে টাইম সিরিজ পূর্বাভাস | [টাইম সিরিজ](7-TimeSeries/README.md) | ARIMA দিয়ে টাইম সিরিজ পূর্বাভাস | [Python](7-TimeSeries/2-ARIMA/README.md) | Francesca | -| 23 | ⚡️ বিশ্ব বিদ্যুৎ ব্যবহার ⚡️ - SVR দিয়ে টাইম সিরিজ পূর্বাভাস | [টাইম সিরিজ](7-TimeSeries/README.md) | Support Vector Regressor দিয়ে টাইম সিরিজ পূর্বাভাস | [Python](7-TimeSeries/3-SVR/README.md) | Anirban | -| 24 | রিইনফোর্সমেন্ট লার্নিং-এর পরিচিতি | [রিইনফোর্সমেন্ট লার্নিং](8-Reinforcement/README.md) | Q-Learning দিয়ে রিইনফোর্সমেন্ট লার্নিং-এর পরিচিতি | [Python](8-Reinforcement/1-QLearning/README.md) | Dmitry | -| 25 | পিটারকে নেকড়ে থেকে বাঁচাতে সাহায্য করুন! 🐺 | [রিইনফোর্সমেন্ট লার্নিং](8-Reinforcement/README.md) | রিইনফোর্সমেন্ট লার্নিং জিম | [Python](8-Reinforcement/2-Gym/README.md) | Dmitry | -| পোস্টস্ক্রিপ্ট | বাস্তব জীবনের ML দৃশ্যপট ও অ্যাপ্লিকেশন | [ML in the Wild](9-Real-World/README.md) | শাস্ত্রীয় ML-এর কিছু আকর্ষণীয় ও উন্মোচনমূলক বাস্তব-জগতের অ্যাপ্লিকেশন | [পাঠ](9-Real-World/1-Applications/README.md) | Team | -| পোস্টস্ক্রিপ্ট | RAI ড্যাশবোর্ড ব্যবহার করে ML-এ মডেল ডিবাগিং | [ML in the Wild](9-Real-World/README.md) | Responsible AI ড্যাশবোর্ড উপাদান ব্যবহার করে মেশিন লার্নিং-এ মডেল ডিবাগিং | [পাঠ](9-Real-World/2-Debugging-ML-Models/README.md) | Ruth Yakubu | - -> [এই কোর্সের সব অতিরিক্ত সম্পদ আমাদের Microsoft Learn সংগ্রহে খুঁজে দেখুন](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) +| 01 | মেশিন লার্নিং এর পরিচিতি | [প্রবর্তন](1-Introduction/README.md) | মেশিন লার্নিং এর পেছনের মৌলিক ধারণাগুলি শিখুন | [Lesson](1-Introduction/1-intro-to-ML/README.md) | মুহাম্মদ | +| 02 | মেশিন লার্নিং এর ইতিহাস | [প্রবর্তন](1-Introduction/README.md) | এই ক্ষেত্রের পেছনের ইতিহাস শিখুন | [Lesson](1-Introduction/2-history-of-ML/README.md) | জেন এবং অ্যামি | +| 03 | ন্যায়পরায়ণতা এবং মেশিন লার্নিং | [প্রবর্তন](1-Introduction/README.md) | ন্যায়পরায়ণতার গুরুত্বপূর্ণ দার্শনিক বিষয়সমূহ কি যা ছাত্রদের ML মডেল গড়ার ও প্রয়োগের সময় বিবেচনা করা উচিত? | [Lesson](1-Introduction/3-fairness/README.md) | তোমোমি | +| 04 | মেশিন লার্নিং এর কৌশলসমূহ | [প্রবর্তন](1-Introduction/README.md) | ML গবেষকরা কোন কৌশলগুলি ব্যবহার করে ML মডেল তৈরি করেন? | [Lesson](1-Introduction/4-techniques-of-ML/README.md) | ক্রিস এবং জেন | +| 05 | রিগ্রেশন পরিচিতি | [রিগ্রেশন](2-Regression/README.md) | রিগ্রেশন মডেলের জন্য পাইথন এবং স্কিকিট-লার্নের মাধ্যমে শুরু করুন | [Python](2-Regression/1-Tools/README.md) • [R](../../2-Regression/1-Tools/solution/R/lesson_1.html) | জেন • এরিক ওয়াঞ্জাউ | +| 06 | উত্তর আমেরিকার কুমড়োর দাম 🎃 | [রিগ্রেশন](2-Regression/README.md) | ML এর প্রস্তুতির জন্য ডেটা ভিজ্যুয়ালাইজ ও পরিষ্কার করুন | [Python](2-Regression/2-Data/README.md) • [R](../../2-Regression/2-Data/solution/R/lesson_2.html) | জেন • এরিক ওয়াঞ্জাউ | +| 07 | উত্তর আমেরিকার কুমড়োর দাম 🎃 | [রিগ্রেশন](2-Regression/README.md) | লিনিয়ার ও পলিনোমিয়াল রিগ্রেশন মডেল তৈরী করুন | [Python](2-Regression/3-Linear/README.md) • [R](../../2-Regression/3-Linear/solution/R/lesson_3.html) | জেন এবং ডিমিত্রি • এরিক ওয়াঞ্জাউ | +| 08 | উত্তর আমেরিকার কুমড়োর দাম 🎃 | [রিগ্রেশন](2-Regression/README.md) | লগিস্টিক রিগ্রেশন মডেল তৈরী করুন | [Python](2-Regression/4-Logistic/README.md) • [R](../../2-Regression/4-Logistic/solution/R/lesson_4.html) | জেন • এরিক ওয়াঞ্জাউ | +| 09 | একটি ওয়েব অ্যাপ 🔌 | [ওয়েব অ্যাপ](3-Web-App/README.md) | আপনার প্রশিক্ষিত মডেল ব্যবহারের জন্য একটি ওয়েব অ্যাপ তৈরি করুন | [Python](3-Web-App/1-Web-App/README.md) | জেন | +| ১০ | শ্রেণীবিভাগের পরিচিতি | [শ্রেণীবিভাগ](4-Classification/README.md) | আপনার ডেটা পরিষ্কার, প্রস্তুত এবং ভিজ্যুয়ালাইজ করুন; শ্রেণীবিভাগের পরিচিতি | [Python](4-Classification/1-Introduction/README.md) • [R](../../4-Classification/1-Introduction/solution/R/lesson_10.html) | জেন এবং ক্যাসি • এরিক ওয়াঞ্জাউ | +| ১১ | সুস্বাদু এশীয় ও ভারতীয় রান্নার ধরন 🍜 | [শ্রেণীবিভাগ](4-Classification/README.md) | শ্রেণীবিভাগকারী (ক্লাসিফায়ার্স) এর পরিচিতি | [Python](4-Classification/2-Classifiers-1/README.md) • [R](../../4-Classification/2-Classifiers-1/solution/R/lesson_11.html) | জেন এবং ক্যাসি • এরিক ওয়াঞ্জাউ | +| ১২ | সুস্বাদু এশীয় ও ভারতীয় রান্নার ধরন 🍜 | [শ্রেণীবিভাগ](4-Classification/README.md) | আরো শ্রেণীবিভাগকারী | [Python](4-Classification/3-Classifiers-2/README.md) • [R](../../4-Classification/3-Classifiers-2/solution/R/lesson_12.html) | জেন এবং ক্যাসি • এরিক ওয়াঞ্জাউ | +| ১৩ | সুস্বাদু এশীয় ও ভারতীয় রান্নার ধরন 🍜 | [শ্রেণীবিভাগ](4-Classification/README.md) | আপনার মডেল ব্যবহার করে একটি সুপারিশমূলক ওয়েব অ্যাপ তৈরি করুন | [Python](4-Classification/4-Applied/README.md) | জেন | +| ১৪ | ক্লাস্টারিংয়ের পরিচিতি | [ক্লাস্টারিং](5-Clustering/README.md) | আপনার ডেটা পরিষ্কার, প্রস্তুত ও ভিজ্যুয়ালাইজ করুন; ক্লাস্টারিংয়ের পরিচিতি | [Python](5-Clustering/1-Visualize/README.md) • [R](../../5-Clustering/1-Visualize/solution/R/lesson_14.html) | জেন • এরিক ওয়াঞ্জাউ | +| ১৫ | নাইজেরিয়ান সঙ্গীতের স্বাদের অনুসন্ধান 🎧 | [ক্লাস্টারিং](5-Clustering/README.md) | K-Means ক্লাস্টারিং পদ্ধতি অন্বেষণ করুন | [Python](5-Clustering/2-K-Means/README.md) • [R](../../5-Clustering/2-K-Means/solution/R/lesson_15.html) | জেন • এরিক ওয়াঞ্জাউ | +| ১৬ | প্রাকৃতিক ভাষা প্রক্রিয়াকরণের পরিচিতি ☕️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | একটি সহজ বট তৈরি করে NLP এর মূল বিষয়গুলি শিখুন | [Python](6-NLP/1-Introduction-to-NLP/README.md) | স্টিফেন | +| ১৭ | সাধারণ NLP কাজসমূহ ☕️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | ভাষার গঠন নিয়ে কাজ করার সময় প্রয়োজনীয় সাধারণ কাজগুলি বুঝে NLP জ্ঞান বাড়ান | [Python](6-NLP/2-Tasks/README.md) | স্টিফেন | +| ১৮ | অনুবাদ ও অনুভূতি বিশ্লেষণ ♥️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | জেন অস্টিনসহ অনুবাদ ও অনুভূতি বিশ্লেষণ করুন | [Python](6-NLP/3-Translation-Sentiment/README.md) | স্টিফেন | +| ১৯ | ইউরোপের রোমান্টিক হোটেলসমূহ ♥️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | হোটেল রিভিউ নিয়ে অনুভূতি বিশ্লেষণ ১ | [Python](6-NLP/4-Hotel-Reviews-1/README.md) | স্টিফেন | +| ২০ | ইউরোপের রোমান্টিক হোটেলসমূহ ♥️ | [প্রাকৃতিক ভাষা প্রক্রিয়াকরণ](6-NLP/README.md) | হোটেল রিভিউ নিয়ে অনুভূতি বিশ্লেষণ ২ | [Python](6-NLP/5-Hotel-Reviews-2/README.md) | স্টিফেন | +| ২১ | সময় সিরিজ পূর্বাভাসের পরিচিতি | [সময় সিরিজ](7-TimeSeries/README.md) | সময় সিরিজ পূর্বাভাসের পরিচিতি | [Python](7-TimeSeries/1-Introduction/README.md) | ফ্রান্সেস্কা | +| ২২ | ⚡️ বিশ্ব শক্তি ব্যবহার ⚡️ - ARIMA সহ সময় সিরিজ পূর্বাভাস | [সময় সিরিজ](7-TimeSeries/README.md) | ARIMA সহ সময় সিরিজ পূর্বাভাস | [Python](7-TimeSeries/2-ARIMA/README.md) | ফ্রান্সেস্কা | +| ২৩ | ⚡️ বিশ্ব শক্তি ব্যবহার ⚡️ - SVR সহ সময় সিরিজ পূর্বাভাস | [সময় সিরিজ](7-TimeSeries/README.md) | সাপোর্ট ভেক্টর রিগ্রেসর সহ সময় সিরিজ পূর্বাভাস | [Python](7-TimeSeries/3-SVR/README.md) | আনিরবান | +| ২৪ | রিইনফোর্সমেন্ট লার্নিংয়ের পরিচিতি | [রিইনফোর্সমেন্ট লার্নিং](8-Reinforcement/README.md) | Q-Learning ব্যবহার করে রিইনফোর্সমেন্ট লার্নিংয়ের পরিচিতি | [Python](8-Reinforcement/1-QLearning/README.md) | ডিমিত্রি | +| ২৫ | পিটারকে নেকড়ে থেকে বাঁচান! 🐺 | [রিইনফোর্সমেন্ট লার্নিং](8-Reinforcement/README.md) | রিইনফোর্সমেন্ট লার্নিং জিম | [Python](8-Reinforcement/2-Gym/README.md) | ডিমিত্রি | +| Postscript | বাস্তব-জীবনের ML পরিস্থিতি ও প্রয়োগসমূহ | [বন্য ML](9-Real-World/README.md) | ক্লাসিক্যাল ML এর আকর্ষণীয় ও প্রকাশক বাস্তব-জীবনের প্রয়োগ | [Lesson](9-Real-World/1-Applications/README.md) | দল | +| Postscript | RAI ড্যাশবোর্ড ব্যবহার করে ML মডেল ডিবাগিং | [বন্য ML](9-Real-World/README.md) | দায়বদ্ধ AI ড্যাশবোর্ড উপাদান ব্যবহার করে মেশিন লার্নিং মডেল ডিবাগিং | [Lesson](9-Real-World/2-Debugging-ML-Models/README.md) | রুথ ইয়াকুবু | -## অফলাইন অ্যাক্সেস +> [এই কোর্সের সমস্ত অতিরিক্ত সম্পদ আমাদের Microsoft Learn সংগ্রহে খুঁজুন](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) -আপনি এই ডকুমেন্টেশনটি অফলাইনে চালাতে পারেন [Docsify](https://docsify.js.org/#/) ব্যবহার করে। এই রিপোটি fork করুন, আপনার লোকাল মেশিনে [Docsify ইনস্টল করুন](https://docsify.js.org/#/quickstart), এবং তারপর এই রিপোর রুট ফোল্ডারে টাইপ করুন `docsify serve`. ওয়েবসাইটটি আপনার লোকালহোস্টে পোর্ট 3000-এ সার্ভ হবে: `localhost:3000`. +## অফলাইন অ্যাক্সেস -## পিডিএফ +আপনি [Docsify](https://docsify.js.org/#/) ব্যবহার করে এই ডকুমেন্টেশন অফলাইন চালাতে পারেন। এই রিপোজিটরিটি ফর্ক করুন, [Docsify ইনস্টল করুন](https://docsify.js.org/#/quickstart) আপনার লোকাল মেশিনে, এবং তারপর এই রিপোজিটরির মূল ফোল্ডারে `docsify serve` টাইপ করুন। ওয়েবসাইটটি পোর্ট ৩০০০ এ আপনার লোকালহোস্টে সার্ভ হবে: `localhost:3000`। -কোরিকুলামের লিঙ্কসহ একটি পিডিএফ [এখানে](https://microsoft.github.io/ML-For-Beginners/pdf/readme.pdf) দেখুন。 +## PDF +এই কারিকুলামের একটি পিডিএফ লিঙ্ক সহ আছে [এখানে](https://microsoft.github.io/ML-For-Beginners/pdf/readme.pdf)। -## 🎒 অন্যান্য কোর্স +## 🎒 অন্যান্য কোর্স আমাদের দল অন্যান্য কোর্সও তৈরি করে! দেখুন: ### LangChain -[![শুরুদের জন্য LangChain4j](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![শুরুদের জন্য LangChain.js](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agents -[![শুরুদের জন্য AZD](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরুদের জন্য Edge AI](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরুদের জন্য MCP](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরুদের জন্য AI 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Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- - -### জেনারেটিভ AI সিরিজ -[![শুরুদের জন্য জেনারেটিভ AI](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) + +### Generative AI Series +[![শুরুর জন্য জেনারেটিভ AI](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![জেনারেটিভ AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![জেনারেটিভ AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) [![জেনারেটিভ AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- - -### মূল শেখা -[![শুরুদের জন্য ML](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরুদের জন্য ডাটা সায়েন্স](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরুদের জন্য AI](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরুদের জন্য সাইবারসিকিউরিটি](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![শুরুদের জন্য ওয়েব ডেভ](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরুদের জন্য IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরুদের জন্য XR ডেভেলপমেন্ট](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) + +### কোর লার্নিং +[![শুরুর জন্য এমএল](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![শুরুর জন্য ডেটা সায়েন্স](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![শুরুর জন্য এআই](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![শুরুর জন্য সাইবারসিকিউরিটি](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![শুরুর জন্য ওয়েব ডেভ](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![শুরুর জন্য আইওটি](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![শুরুর জন্য XR ডেভেলপমেন্ট](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- - -### Copilot সিরিজ -[![Copilot (AI-পেয়ারড প্রোগ্রামিং-এর জন্য)](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot (C#/.NET-এর জন্য)](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot অ্যাডভেঞ্চার](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) + +### কপাইলট সিরিজ +[![এআই পেয়ারড প্রোগ্রামিং এর জন্য কপাইলট](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET এর জন্য কপাইলট](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![কপাইলট অ্যাডভেঞ্চার](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## সহায়তা +## সাহায্য নিন -If you get stuck or have any questions about building AI apps. Join fellow learners and experienced developers in discussions about MCP. It's a supportive community where questions are welcome and knowledge is shared freely. +আপনি আটকে গেলে অথবা AI অ্যাপ তৈরি সম্পর্কে কোন প্রশ্ন থাকলে, MCP নিয়ে আলোচনা করতে সহকর্মী শিক্ষার্থী এবং অভিজ্ঞ ডেভেলপারদের সাথে যোগ দিন। এটি একটি সহায়ক কমিউনিটি যেখানে প্রশ্ন করা স্বাগত এবং জ্ঞান মুক্তভাবে ভাগ করা হয়। [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -If you have product feedback or errors while building visit: +যদি পণ্যের প্রতিক্রিয়া বা নির্মাণে ত্রুটি থাকে তবে দেখুন: -[![Microsoft Foundry ডেভেলপার ফোরাম](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -দায়-অস্বীকৃতি: -এই নথিটি AI অনুবাদ সেবা Co-op Translator (https://github.com/Azure/co-op-translator) ব্যবহার করে অনুবাদ করা হয়েছে। আমরা সঠিকতার প্রতি যত্নশীল হলেও, অনুগ্রহ করে মনে রাখবেন যে স্বয়ংক্রিয় অনুবাদে ভুল বা অসঙ্গতি থাকতে পারে। মূল নথিটিকে তার মূল ভাষায়ই কর্তৃত্বপ্রাপ্ত উৎস হিসেবে বিবেচনা করা উচিত। গুরুত্বপূর্ণ তথ্যের জন্য পেশাদার মানব অনুবাদ গ্রহণ করার পরামর্শ দেওয়া হচ্ছে। এই অনুবাদ ব্যবহারের ফলে সৃষ্ট কোনো ভুলবোঝা বা ভুল ব্যাখ্যার জন্য আমরা দায়ী নই। +**দায়িত্ব প্রত্যাখ্যান**: +এই নথিটি AI অনুবাদ সেবা [Co-op Translator](https://github.com/Azure/co-op-translator) ব্যবহার করে অনুবাদ করা হয়েছে। আমরা যথাসাধ্য সঠিকতার প্রতি যত্নশীল হলেও, স্বয়ংক্রিয় অনুবাদে ত্রুটি বা অসঙ্গতি থাকতে পারে। মৌলিক নথিটি তার জন্মভাষায় কর্তৃত্বপূর্ণ উৎস হিসেবে বিবেচনা করা উচিত। গুরুত্বপূর্ণ তথ্যের জন্য পেশাদার মানব অনুবাদ সুপারিশ করা হয়। এই অনুবাদের ব্যবহারে সৃষ্ট কোন ভুল বোঝাবুঝি বা ভুল ব্যাখ্যার জন্য আমরা দায়িত্বশীল নই। \ No newline at end of file diff --git a/translations/mr/README.md b/translations/mr/README.md index 1b7c6b03a..a4b44e286 100644 --- a/translations/mr/README.md +++ b/translations/mr/README.md @@ -1,221 +1,207 @@ -[![GitHub परवाना](https://img.shields.io/github/license/microsoft/ML-For-Beginners.svg)](https://github.com/microsoft/ML-For-Beginners/blob/master/LICENSE) -[![GitHub योगदानकर्ते](https://img.shields.io/github/contributors/microsoft/ML-For-Beginners.svg)](https://GitHub.com/microsoft/ML-For-Beginners/graphs/contributors/) -[![GitHub समस्या](https://img.shields.io/github/issues/microsoft/ML-For-Beginners.svg)](https://GitHub.com/microsoft/ML-For-Beginners/issues/) -[![GitHub पुल-रेक्वेस्ट](https://img.shields.io/github/issues-pr/microsoft/ML-For-Beginners.svg)](https://GitHub.com/microsoft/ML-For-Beginners/pulls/) -[![PRs स्वागत](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com) - -[![Microsoft Foundry डिसकॉर्ड](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) - -### 🌐 एकाधिक भाषा समर्थन +### 🌐 बहुभाषिक समर्थन #### GitHub Action द्वारे समर्थित (स्वयंचलित आणि नेहमी अद्ययावत) - -[अरबी](../ar/README.md) | [बंगाली](../bn/README.md) | [बल्गेरियन](../bg/README.md) | [बर्मी (म्यानमार)](../my/README.md) | [चिनी (सरलीकृत)](../zh/README.md) | [चिनी (पारंपरिक, हाँगकाँग)](../hk/README.md) | [चिनी (पारंपरिक, मकाऊ)](../mo/README.md) | [चिनी (पारंपरिक, तैवान)](../tw/README.md) | [क्रोएशियन](../hr/README.md) | [चेक](../cs/README.md) | [डॅनिश](../da/README.md) | [डच](../nl/README.md) | [इस्टोनियन](../et/README.md) | [फिनिश](../fi/README.md) | [फ्रेंच](../fr/README.md) | [जर्मन](../de/README.md) | [ग्रीक](../el/README.md) | [हिब्रू](../he/README.md) | [हिंदी](../hi/README.md) | [हंगेरीयन](../hu/README.md) | [इंडोनेशियन](../id/README.md) | [इटालियन](../it/README.md) | [जपानी](../ja/README.md) | [कन्नड](../kn/README.md) | [कोरियन](../ko/README.md) | [लिथुआनियन](../lt/README.md) | [मलय](../ms/README.md) | [मलयाळम](../ml/README.md) | [मराठी](./README.md) | [नेपाली](../ne/README.md) | [नायजेरियन पिजिन](../pcm/README.md) | [नॉर्वेजियन](../no/README.md) | [फ़ारसी (फारसी)](../fa/README.md) | [पोलिश](../pl/README.md) | [पोर्तुगीज (ब्राझील)](../br/README.md) | [पोर्तुगीज (पोर्तुगाल)](../pt/README.md) | [पंजाबी (गुरमुखी)](../pa/README.md) | [रोमानियन](../ro/README.md) | [रशियन](../ru/README.md) | [सर्बियन (सिरिलिक)](../sr/README.md) | [स्लोवाक](../sk/README.md) | [स्लोव्हेनियन](../sl/README.md) | [स्पॅनिश](../es/README.md) | [स्वाहिली](../sw/README.md) | [स्वीडिश](../sv/README.md) | [टागालॉग (फिलिपिनो)](../tl/README.md) | [तमिळ](../ta/README.md) | [तेलुगु](../te/README.md) | [थाई](../th/README.md) | [तुर्किश](../tr/README.md) | [युक्रेनी](../uk/README.md) | [उर्दू](../ur/README.md) | [व्हिएतनामी](../vi/README.md) - - -#### आमच्या समुदायात सामील व्हा +> **स्थानिकरित्या क्लोन करणे प्राधान्य देते?** -[![Microsoft Foundry डिसकॉर्ड](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +> या रेपॉजिटरीमध्ये ५०+ भाषांतील भाषांतरांसह समाविष्ट आहे जे डाउनलोड आकार लक्षणीयरीत्या वाढवते. भाषांतरांशिवाय क्लोन करण्यासाठी sparse checkout वापरा: +> ```bash +> git clone --filter=blob:none --sparse https://github.com/microsoft/ML-For-Beginners.git +> cd ML-For-Beginners +> git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' +> ``` +> हे तुम्हाला कोर्स पूर्ण करण्यासाठी आवश्यक असलेली सर्वकाही जास्त जलद डाउनलोडसह देते. -आमच्याकडे Discord वर AI सह शिकण्याची मालिका चालू आहे; अधिक जाणून घेण्यासाठी आणि 18 - 30 September, 2025 या काळात [AI सह शिकण्याची मालिका](https://aka.ms/learnwithai/discord) येथे आमच्यात सामील व्हा. तुम्हाला Data Science साठी GitHub Copilot वापरण्याचे टिप्स आणि ट्रिक्स मिळतील. +#### आमच्या समुदायात सहभागी व्हा -![AI सह शिकण्याची मालिका](../../translated_images/mr/3.9b58fd8d6c373c20.webp) +आमच्याकडे Discord वर learn with AI सिरीज चालू आहे, अधिक जाणून घेण्यासाठी आणि सहभागी होण्यासाठी [Learn with AI Series](https://aka.ms/learnwithai/discord) येथे भेट द्या, दिनांक १८ - ३० सप्टेंबर, २०२५ दरम्यान. तुम्हाला GitHub Copilot वापरण्याचे टिप्स आणि युक्त्या मिळतील. -# सुरूवात +# मशीन लर्निंग फॉर बिगिनर्स - एक अभ्यासक्रम -> 🌍 जगभर फिरा जसे आपण जागतिक संस्कृतींमधून मशीन लर्निंगचा शोध घेतो 🌍 +> 🌍 जगभर घोळा मारताना आपण मशीन लर्निंग जगभरातील संस्कृतींच्या माध्यमातून शिकू 🌍 -Microsoft मधील Cloud Advocates तुमच्यासाठी 12 आठवड्यांचा, 26 धड्यांचा अभ्यासक्रम सादर करताना आनंदित आहेत जो पूर्णपणे **मशीन लर्निंग** विषयी आहे. या अभ्यासक्रमात आपण प्रामुख्याने Scikit-learn या लायब्ररीचा उपयोग करून आणि डीप लर्निंग टाळून ज्याला कधीकधी **क्लासिक मशीन लर्निंग** असे म्हणतात ते शिकू. डीप लर्निंग आमच्या [AI for Beginners चा अभ्यासक्रम](https://aka.ms/ai4beginners) मध्ये समाविष्ट आहे. तसेच हे धडे आमच्या ['Data Science for Beginners' अभ्यासक्रम](https://aka.ms/ds4beginners) बरोबर जोडून घ्या. +मायक्रोसॉफ्टच्या क्लाउड अॅडव्होकेट्सकडून १२ आठवड्यांचा, २६ धड्यांचा अभ्यासक्रम ऑफर केला जात आहे जो **मशीन लर्निंग** विषयी आहे. या अभ्यासक्रमात तुम्हाला कधीकधी **क्लासिक मशीन लर्निंग** म्हटले जाणारे, मुख्यत्वे Scikit-learn वापरून, डीप लर्निंग टाळत कसे करायचे ते शिकवले जाईल, ज्याचा समावेश आमच्या [AI फॉर बिगिनर्स](https://aka.ms/ai4beginners) अभ्यासक्रमात आहे. या धड्यांसोबत आमचा ['डेटा सायन्स फॉर बिगिनर्स' अभ्यासक्रम](https://aka.ms/ds4beginners) वापरण्याची शिफारस आहे. -आमच्यासोबत जगभर प्रवास करा जसे आपण या क्लासिक तंत्रांचा विविध जगातील डेटावर उपयोग करतो. प्रत्येक धड्यात पूर्व आणि उत्तर-धड्याचे क्विझ, लेखी सूचनांद्वारे धडा पूर्ण करणे, एक समाधान (solution), एक असाइनमेंट आणि बरेच काही समाविष्ट आहे. आमची प्रकल्प-आधारित अध्यापनपद्धत तुम्हाला बांधून शिकण्याची संधी देते, जी नव्या कौशल्यांना टिकवून ठेवण्यासाठी प्रभावी आहे. +जगभर फिरताना आपण या क्लासिक तंत्रांचा वापर करून जगभरातील विविध क्षेत्रांमधील डेटावर काम करणार आहोत. प्रत्येक धड्यामध्ये पूर्व- आणि पश्चात-धडा क्विझ, धडा पूर्ण करण्यासाठी लिहिलेल्या सूचना, उत्तर, असाइनमेंट आणि अधिक काही समाविष्ट आहे. प्रोजेक्ट-आधारित शिक्षणामुळे तुम्ही तयार करताना शिकाल, जो नवीन कौशल्ये टिकवून ठेवण्यासाठी सिद्ध मार्ग आहे. -**✍️ आमच्या लेखनकर्त्यांचे मनःपूर्वक आभार** Jen Looper, Stephen Howell, Francesca Lazzeri, Tomomi Imura, Cassie Breviu, Dmitry Soshnikov, Chris Noring, Anirban Mukherjee, Ornella Altunyan, Ruth Yakubu आणि Amy Boyd +**✍️ आमच्या लेखकांचे मनापासून आभार** जेन लूपर, स्टीफन हॉवेल, फ्रान्सेस्का लाझेरी, टोमॉमी इमुरा, कॅसी ब्रेव्हिउ, दिमित्री सोशनिकोव्ह, क्रिस नोरिंग, अनिर्बान मुखर्जी, ऑर्नेला अल्टुन्यान, रुथ याकुबु आणि एमी बॉयड यांना -**🎨 आमच्या चित्रकारांचे देखील धन्यवाद** Tomomi Imura, Dasani Madipalli, आणि Jen Looper +**🎨 आमच्या चित्रकारांचेही आभार** टोमॉमी इमुरा, डसानी मडिपल्ली, आणि जेन लूपर यांना -**🙏 विशेष आभार 🙏 आमच्या Microsoft Student Ambassador लेखनकर्ते, पुनरावलोकक, आणि सामग्री योगदानकर्त्यांना**, विशेषतः Rishit Dagli, Muhammad Sakib Khan Inan, Rohan Raj, Alexandru Petrescu, Abhishek Jaiswal, Nawrin Tabassum, Ioan Samuila, आणि Snigdha Agarwal +**🙏 खास आभार 🙏 दिले जातात आमच्या मायक्रोसॉफ्ट स्टुडंट अंबॅसडर लेखक, पुनरावलोकक, आणि सामग्री पुरवठादारांना**, विशेषतः ऋषित दग्ली, मुहम्मद сакिब खान इनान, रोहन राज, अलेक्झांडरू पेत्रेस्सु, अभिषेक जैनसवाल, नावरीन तबासुम, आयोन सामुइला, आणि स्निग्धा अग्रवाल यांना -**🤩 आमच्या R धड्यांसाठी Microsoft Student Ambassadors Eric Wanjau, Jasleen Sondhi, आणि Vidushi Gupta यांचे अतिरिक्त आभार!** +**🤩 अतिरिक्त कृतज्ञता मायक्रोसॉफ्ट स्टुडंट अंबॅसडर एरिक वांजाऊ, जसलीन सुंदरही, आणि विदुषी गुप्ता यांना आमच्या R धड्यांसाठी!** -# सुरू करण्याचे पाउल +# प्रारंभ करणे -या पायऱ्या पाळा: -1. **रिपॉझिटरी फोर्क करा**: या पृष्ठाच्या वरच्या-उजव्या कोपर्‍यातील "Fork" बटणावर क्लिक करा. -2. **रिपॉझिटरी क्लोन करा**: `git clone https://github.com/microsoft/ML-For-Beginners.git` +हे टप्पे फॉलो करा: +1. **रेपॉजिटरी फोर्क करा**: या पृष्ठाच्या वरच्या-उजव्या कोपऱ्यातील "Fork" बटण क्लिक करा. +2. **रेपॉजिटरी क्लोन करा**: `git clone https://github.com/microsoft/ML-For-Beginners.git` -> [या कोर्ससाठीची सर्व अतिरिक्त संसाधने आमच्या Microsoft Learn संग्रहात शोधा](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) +> [या कोर्ससाठी आवश्यक सर्व अतिरिक्त संसाधने आमच्या Microsoft Learn संग्रहात येथे पहा](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) -> 🔧 **मदत हवी?** सामान्य इंस्टॉलेशन, सेटअप, आणि धडे चालवण्याशी संबंधित समस्यांसाठी आमच्या [समस्या निवारण मार्गदर्शक](TROUBLESHOOTING.md) पाहा. +> 🔧 **मदत पाहिजे?** आमच्या [Troubleshooting Guide](TROUBLESHOOTING.md) मध्ये स्थापित करणे, सेटअप, आणि धडे चालवण्याच्या सामान्य समस्या सोडवण्याचे मार्ग पहा. +**[विद्यार्थी](https://aka.ms/student-page)**, हा अभ्यासक्रम वापरण्यासाठी, संपूर्ण रेपॉजिटरी तुम्हाला स्वतःच्या GitHub खात्यामध्ये फोर्क करा आणि स्वसंघ किंवा समूहासह व्यायाम पूर्ण करा: -**[विद्यार्थी](https://aka.ms/student-page)**, हा अभ्यासक्रम वापरण्यासाठी, संपूर्ण रेपो तुमच्या GitHub खात्यात फोर्क करा आणि खालील व्यायाम स्वतः किंवा गटासह पूर्ण करा: - -- पूर्व-व्याख्यान क्विझ पासून प्रारंभ करा. -- व्याख्यान वाचा आणि क्रियाकलाप पूर्ण करा, प्रत्येक ज्ञान तपासणीवर थांबा आणि चिंतन करा. -- धड्यांची उत्तरे चालवण्याऐवजी धडे समजून प्रकल्प तयार करण्याचा प्रयत्न करा; तरीही त्या कोडचा वापर `/solution` फोल्डरमधून करू शकता. -- पोस्ट-व्याख्यान क्विझ घ्या. +- पूर्व-धडा क्विझने प्रारंभ करा. +- धडा वाचा आणि क्रियाकलाप पूर्ण करा, प्रत्येक ज्ञान तपासणीत थांबून विचार करा. +- धडे समजून घेऊन प्रकल्प तयार करण्याचा प्रयत्न करा, समाधान कोड चालवण्याऐवजी; मात्र तो कोड प्रत्येक प्रकल्प-आधारित धड्याच्या `/solution` फोल्डरमध्ये उपलब्ध आहे. +- पश्चात-धडा क्विझ घ्या. - आव्हान पूर्ण करा. - असाइनमेंट पूर्ण करा. -- धडा गट पूर्ण केल्यानंतर, [चर्चा फलक](https://github.com/microsoft/ML-For-Beginners/discussions) ला भेट द्या आणि संबंधित PAT रूब्रिक भरून "उच्चारून शिका" करा. 'PAT' म्हणजे Progress Assessment Tool ज्यामध्ये तुम्ही तुमचे शिक्षण पुढे नेण्यासाठी एक रूब्रिक भरता. तुम्ही इतर PATs वर प्रतिक्रिया देऊनही एकत्र शिकू शकता. +- एका धडा गटाचे काम पूर्ण केल्यानंतर, [Discussion Board](https://github.com/microsoft/ML-For-Beginners/discussions) भेट द्या आणि योग्य PAT रूब्रिक भरून "लर्न आऊट लाउड" करा. 'PAT' म्हणजे प्रगती मूल्यांकन साधन, जे तुम्हाला अधिक शिकण्यासाठी भरायचे रूब्रिक आहे. तुम्ही इतर PATs वर प्रतिसादही देऊ शकता जेणेकरून आपण एकत्र शिकू. -> पुढील अभ्यासासाठी, आम्ही या [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/k7o7tg1gp306q4?WT.mc_id=academic-77952-leestott) मॉड्यूल्स आणि शिक्षण मार्गांचे अनुसरण करण्याचा सल्ला देतो. +> अधिक अभ्यासासाठी, आम्ही या [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/k7o7tg1gp306q4?WT.mc_id=academic-77952-leestott) मॉड्यूल्स आणि शिकण्याच्या मार्गांचे अनुसरण करण्याची शिफारस करतो. -**शिक्षक/शिक्षिका**, या अभ्यासक्रमाचा वापर कसा करावा याबाबत आम्ही [काही सूचना समाविष्ट केल्या आहेत](for-teachers.md). +**शिक्षकांनो**, आपण या अभ्यासक्रमाचा कसा वापर करावा याविषयी आम्ही [काही सूचना दिल्या आहेत](for-teachers.md). --- -## व्हिडिओ मार्गदर्शने - -काही धडे लहान स्वरूपाच्या व्हिडिओ म्हणून उपलब्ध आहेत. तुम्ही हे सर्व धड्यामध्ये इन-लाइन शोधू शकता, किंवा Microsoft Developer YouTube चॅनेलवरील [ML for Beginners प्लेलिस्ट](https://aka.ms/ml-beginners-videos) वर खालील प्रतिमेवर क्लिक करून पाहू शकता. +## व्हिडिओ मार्गदर्शक -[![ML for Beginners बॅनर](../../translated_images/mr/ml-for-beginners-video-banner.63f694a100034bc6.webp)](https://aka.ms/ml-beginners-videos) +काही धडे लहान स्वरूपाच्या व्हिडिओमध्ये उपलब्ध आहेत. आपण हे धडे इच्छित ठिकाणी धड्यांमध्ये किंवा [Microsoft Developer YouTube चॅनेलवरील ML for Beginners प्लेलिस्टवर](https://aka.ms/ml-beginners-videos) पाहू शकता खाली दिलेल्या प्रतिमावर क्लिक करून. --- ## टीमला भेटा -[![प्रमो व्हिडिओ](../../images/ml.gif)](https://youtu.be/Tj1XWrDSYJU) - -**Gif द्वारे** [Mohit Jaisal](https://linkedin.com/in/mohitjaisal) - -> 🎥 प्रकल्प आणि ते तयार करणाऱ्या लोकांविषयी व्हिडिओसाठी वरची प्रतिमा क्लिक करा! +> 🎥 प्रकल्प आणि ते तयार करणाऱ्या लोकांबद्दल व्हिडिओसाठी वर दिलेल्या प्रतिमावर क्लिक करा! --- -## अध्यापन पद्धती +## अध्यापनशास्त्र -या अभ्यासक्रमाचे निर्मिती करताना आम्ही दोन अध्यापन तत्त्वे निवडली आहेत: हे हाताळण्यायोग्य आणि प्रकल्प-आधारित असावे तसेच यात वारंवार क्विझ समाविष्ट असाव्यात. याशिवाय, या अभ्यासक्रमाला एक साधी **थीम** दिली आहे ज्यामुळे एकसंधता येते. +आपण या अभ्यासक्रमात दोन अध्यापनशास्त्रीय तत्त्वांची निवड केली आहे: हे हाताळण्यासाठी **प्रोजेक्ट-आधारित** असणे आणि त्यामध्ये **वारंवार क्विझ** असणे आवश्यक आहे. तसेच, या अभ्यासक्रमाला एकसंध ठेवण्यासाठी सामान्य **थीम** देखील दिली आहे. -सामग्री प्रकल्पांशी जुळवून दिल्यामुळे विद्यार्थ्यांसाठी ही प्रक्रिया अधिक आकर्षक होते आणि संकल्पनांची समज अधिक चिरंतनरीत्या टिकून राहते. याशिवाय, वर्गापूर्वीची कमी-जोखीम असलेली क्विझ विद्यार्थ्याच्या अभ्यासाच्या हेतू सेट करते, तर वर्गानंतरची दुसरी क्विझ अधिक टिकाव सुनिश्चित करते. हा अभ्यासक्रम लवचिक आणि मजेदार बनवण्यासाठी डिझाइन केला गेला आहे आणि संपूर्ण किंवा भागाने घेतला जाऊ शकतो. प्रकल्प लहानपासून सुरू होऊन 12 आठवड्यांच्या चक्राच्या शेवटी अधिक क्लिष्ट बनतात. या अभ्यासक्रमात ML च्या वास्तविक जगातील अनुप्रयोगांवर एक पोस्टस्क्रिप्ट देखील आहे, जो अतिरिक्त क्रेडिटसाठी किंवा चर्चेसाठी वापरता येऊ शकतो. +विषयवस्तू प्रकल्पांशी जुळवून देऊन विद्यार्थी अधिक गुंतलेले राहतात आणि संकल्पना टिकून राहण्यास मदत होते. वर्गापूर्वी कमी गुणांची क्विझ विद्यार्थीला विषय शिकण्याची इच्छा निर्माण करते, तर वर्गानंतरची दुसरी क्विझ अधिक टिकवून ठेवण्यास मदत करते. हा अभ्यासक्रम लवचिक आणि मजेदार आहे आणि पूर्ण किंवा काही भागांसह घेता येऊ शकतो. प्रकल्प सुरुवातीला लहान आणि पुढील १२ आठवड्यांच्या सायकलमध्ये अधिक क्लिष्ट होतात. या अभ्यासक्रमात मशीन लर्निंगच्या वास्तविक जगातील अनुप्रयोगांवर एक पोस्टस्क्रिप्ट देखील आहे, जी अतिरिक्त गुणांसाठी किंवा चर्चेसाठी वापरू शकता. -> आमचा [आचार संहिता](CODE_OF_CONDUCT.md), [योगदान कसे करावे](CONTRIBUTING.md), [अनुवाद मार्गदर्शक](TRANSLATIONS.md), आणि [समस्या निवारण](TROUBLESHOOTING.md) मार्गदर्शक शोधा. आम्हाला तुमचा रचनात्मक अभिप्राय स्वागत आहे! +> आमचे [Code of Conduct](CODE_OF_CONDUCT.md), [Contributing](CONTRIBUTING.md), [Translation](TRANSLATIONS.md), आणि [Troubleshooting](TROUBLESHOOTING.md) मार्गदर्शक पहा. आपण आमच्या सकारात्मक अभिप्रायाचे स्वागत करतो! -## प्रत्येक धड्यात समाविष्ट आहे +## प्रत्येक धड्यात असते - ऐच्छिक स्केच नोट - ऐच्छिक पूरक व्हिडिओ -- व्हिडिओ मार्गदर्शन (केवळ काही धडे) -- [पूर्व-व्याख्यान वॉर्मअप चाचणी](https://ff-quizzes.netlify.app/en/ml/) -- लिखित धडा -- प्रकल्प-आधारित धड्यांसाठी, प्रकल्प कसा तयार करायचा याचे पायरी-दर-पायरी मार्गदर्शक -- ज्ञान तपासण्या +- व्हिडिओ मार्गदर्शक (काही धड्यांसाठीच) +- [पूर्व-धडा वॉर्मअप क्विझ](https://ff-quizzes.netlify.app/en/ml/) +- लिहिलेला धडा +- प्रोजेक्ट-आधारित धड्यांसाठी प्रकल्प कसा तयार करायचा याचे टप्प्याटप्प्याने मार्गदर्शक +- ज्ञान तपासणी - एक आव्हान - पूरक वाचन - असाइनमेंट -- [पोस्ट-व्याख्यान चाचणी](https://ff-quizzes.netlify.app/en/ml/) - -> **भाषांबद्दल एक टीप**: हे धडे प्रामुख्याने Python मध्ये लिहिलेले आहेत, परंतु अनेक धडे R मध्ये देखील उपलब्ध आहेत. R धडा पूर्ण करण्यासाठी `/solution` फोल्डरमध्ये जा आणि R धडे शोधा. ते .rmd एक्स्टेंशन समाविष्ट करतात जे **R Markdown** फाइल दर्शवते जी साधारणपणे `code chunks` (R किंवा अन्य भाषांचे) आणि `YAML header` (PDF सारखे आउटपुट कसे फॉरमॅट करायचे ते मार्गदर्शन करणार्‍या) चे एम्बेडिंग असलेले `Markdown document` म्हणून परिभाषित केली जाऊ शकते. म्हणून, हे डेटा सायन्ससाठी एक उत्कृष्ट लेखन फ्रेमवर्क म्हणून काम करते कारण यात तुम्ही तुमचा कोड, त्याचे आउटपुट, आणि तुमचे विचार Markdown मध्ये लिहून मिश्रित करू शकता. शिवाय, R Markdown कागदपत्रे PDF, HTML किंवा Word सारख्या आउटपुट फॉरमॅटमध्ये रेंडर केली जाऊ शकतात. - -> **क्विझबद्दल एक टीप**: सर्व क्विझ [Quiz App फोल्डर](../../quiz-app) मध्ये ठेवण्यात आले आहेत, ज्यात एकूण 52 क्विझ आहेत आणि प्रत्येकी तीन प्रश्न आहेत. ते धड्यांमधून लिंक केलेले आहेत परंतु क्विझ अॅप स्थानिकरित्या चालवता येऊ शकते; स्थानिक होस्ट करणे किंवा Azure वर डिप्लॉय करण्यासाठी `quiz-app` फोल्डरमधील सूचना पाळा. - -| धड्याचा क्रमांक | विषय | धड्यांचे गट | शिकण्याचे उद्दिष्टे | संबंधित धडा | लेखक | -| :-----------: | :------------------------------------------------------------: | :-------------------------------------------------: | ------------------------------------------------------------------------------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------: | :--------------------------------------------------: | -| 01 | मशीन लर्निंगची ओळख | [परिचय](1-Introduction/README.md) | मशीन लर्निंगमागील मूलभूत संकल्पना शिका | [धडा](1-Introduction/1-intro-to-ML/README.md) | Muhammad | -| 02 | मशीन लर्निंगचा इतिहास | [परिचय](1-Introduction/README.md) | या क्षेत्रामागील इतिहास जाणून घ्या | [धडा](1-Introduction/2-history-of-ML/README.md) | Jen and Amy | -| 03 | न्याय्यपणा आणि मशीन लर्निंग | [परिचय](1-Introduction/README.md) | मशीन लर्निंग मॉडेल बनवताना आणि लागू करताना विद्यार्थ्यांनी विचारात घ्यावयाच्या न्याय्यतेसंबंधी कोणत्या महत्त्वाच्या तत्त्वज्ञानात्मक प्रश्न आहेत? | [धडा](1-Introduction/3-fairness/README.md) | Tomomi | -| 04 | मशीन लर्निंगसाठी तंत्रे | [परिचय](1-Introduction/README.md) | मशीन लर्निंग संशोधक कोणती तंत्रे ML मॉडेल तयार करण्यासाठी वापरतात? | [धडा](1-Introduction/4-techniques-of-ML/README.md) | Chris and Jen | -| 05 | रेग्रेशनची ओळख | [रेग्रेशन](2-Regression/README.md) | रेग्रेशन मॉडेलसाठी Python आणि Scikit-learn वापरून सुरुवात करा | [Python](2-Regression/1-Tools/README.md) • [R](../../2-Regression/1-Tools/solution/R/lesson_1.html) | Jen • Eric Wanjau | -| 06 | उत्तर अमेरिकेतील भोपळ्यांचे किंमती 🎃 | [रेग्रेशन](2-Regression/README.md) | ML साठी तयारीसाठी डेटा दृश्यरुप करा आणि स्वच्छ करा | [Python](2-Regression/2-Data/README.md) • [R](../../2-Regression/2-Data/solution/R/lesson_2.html) | Jen • Eric Wanjau | -| 07 | उत्तर अमेरिकेतील भोपळ्यांचे किंमती 🎃 | [रेग्रेशन](2-Regression/README.md) | रेखीय आणि बहुपद रेग्रेशन मॉडेल तयार करा | [Python](2-Regression/3-Linear/README.md) • [R](../../2-Regression/3-Linear/solution/R/lesson_3.html) | Jen and Dmitry • Eric Wanjau | -| 08 | उत्तर अमेरिकेतील भोपळ्यांचे किंमती 🎃 | [रेग्रेशन](2-Regression/README.md) | लॉजिस्टिक रेग्रेशन मॉडेल तयार करा | [Python](2-Regression/4-Logistic/README.md) • [R](../../2-Regression/4-Logistic/solution/R/lesson_4.html) | Jen • Eric Wanjau | -| 09 | वेब अॅप 🔌 | [वेब अॅप](3-Web-App/README.md) | आपल्या प्रशिक्षित मॉडेलचा वापर करण्यासाठी वेब अॅप तयार करा | [Python](3-Web-App/1-Web-App/README.md) | Jen | -| 10 | वर्गीकरणाची ओळख | [वर्गीकरण](4-Classification/README.md) | आपला डेटा स्वच्छ करा, तयारी करा आणि दृश्यरुप करा; वर्गीकरणाची ओळख | [Python](4-Classification/1-Introduction/README.md) • [R](../../4-Classification/1-Introduction/solution/R/lesson_10.html) | Jen and Cassie • Eric Wanjau | -| 11 | स्वादिष्ट आशियाई आणि भारतीय खाद्यपदार्थ 🍜 | [वर्गीकरण](4-Classification/README.md) | क्लासिफायरची ओळख | [Python](4-Classification/2-Classifiers-1/README.md) • [R](../../4-Classification/2-Classifiers-1/solution/R/lesson_11.html) | Jen and Cassie • Eric Wanjau | -| 12 | स्वादिष्ट आशियाई आणि भारतीय खाद्यपदार्थ 🍜 | [वर्गीकरण](4-Classification/README.md) | अधिक वर्गीकर्ते | [Python](4-Classification/3-Classifiers-2/README.md) • [R](../../4-Classification/3-Classifiers-2/solution/R/lesson_12.html) | Jen and Cassie • Eric Wanjau | -| 13 | स्वादिष्ट आशियाई आणि भारतीय खाद्यपदार्थ 🍜 | [वर्गीकरण](4-Classification/README.md) | आपल्या मॉडेलचा वापर करून शिफारस करणारे वेब अॅप तयार करा | [Python](4-Classification/4-Applied/README.md) | Jen | -| 14 | क्लस्टरिंगची ओळख | [क्लस्टरिंग](5-Clustering/README.md) | आपला डेटा स्वच्छ करा, तयारी करा आणि दृश्यरुप करा; क्लस्टरिंगची ओळख | [Python](5-Clustering/1-Visualize/README.md) • [R](../../5-Clustering/1-Visualize/solution/R/lesson_14.html) | Jen • Eric Wanjau | -| 15 | नायजेरियन संगीत आवडींचा शोध 🎧 | [क्लस्टरिंग](5-Clustering/README.md) | K-Means क्लस्टरिंग पद्धत शोधा | [Python](5-Clustering/2-K-Means/README.md) • [R](../../5-Clustering/2-K-Means/solution/R/lesson_15.html) | Jen • Eric Wanjau | -| 16 | नैसर्गिक भाषा प्रक्रियेची ओळख ☕️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | साधा बॉट बनवून NLP ची मूलभूत माहिती शिका | [Python](6-NLP/1-Introduction-to-NLP/README.md) | Stephen | -| 17 | सामान्य NLP कार्ये ☕️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | भाषिक संरचनेशी व्यवहार करताना आवश्यक असलेली सामान्य कार्ये समजून घेऊन आपल्या NLP ज्ञानाला वाढवा | [Python](6-NLP/2-Tasks/README.md) | Stephen | -| 18 | अनुवाद आणि भावना विश्लेषण ♥️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | Jane Austen सह अनुवाद आणि भावना विश्लेषण | [Python](6-NLP/3-Translation-Sentiment/README.md) | Stephen | -| 19 | युरोपमधील रोमँटिक हॉटेल्स ♥️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | हॉटेल रिव्ह्यूजसह भावना विश्लेषण 1 | [Python](6-NLP/4-Hotel-Reviews-1/README.md) | Stephen | -| 20 | युरोपमधील रोमँटिक हॉटेल्स ♥️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | हॉटेल रिव्ह्यूजसह भावना विश्लेषण 2 | [Python](6-NLP/5-Hotel-Reviews-2/README.md) | Stephen | -| 21 | टाइम सिरीज पूर्वानुमानाची ओळख | [टाइम सिरीज](7-TimeSeries/README.md) | टाइम सिरीज पूर्वानुमानाची ओळख | [Python](7-TimeSeries/1-Introduction/README.md) | Francesca | -| 22 | ⚡️ जगातील वीज वापर ⚡️ - ARIMA सह टाइम सिरीज पूर्वानुमान | [टाइम सिरीज](7-TimeSeries/README.md) | ARIMA सह टाइम सिरीज पूर्वानुमान | [Python](7-TimeSeries/2-ARIMA/README.md) | Francesca | -| 23 | ⚡️ जगातील वीज वापर ⚡️ - SVR सह टाइम सिरीज पूर्वानुमान | [टाइम सिरीज](7-TimeSeries/README.md) | Support Vector Regressor सह टाइम सिरीज पूर्वानुमान | [Python](7-TimeSeries/3-SVR/README.md) | Anirban | -| 24 | रिइन्फोर्समेंट लर्निंगची ओळख | [रिइन्फोर्समेंट लर्निंग](8-Reinforcement/README.md) | Q-Learning सह रिइन्फोर्समेंट लर्निंगची ओळख | [Python](8-Reinforcement/1-QLearning/README.md) | Dmitry | -| 25 | पीटरला लांडग्यापासून वाचवा! 🐺 | [रिइन्फोर्समेंट लर्निंग](8-Reinforcement/README.md) | रिइन्फोर्समेंट लर्निंग Gym | [Python](8-Reinforcement/2-Gym/README.md) | Dmitry | -| परिशिष्ट | खऱ्या जगातील ML परिस्थिती आणि अनुप्रयोग | [खऱ्या जगातील ML](9-Real-World/README.md) | क्लासिकल ML चे रोचक आणि उघड करणारे खऱ्या जगातील अनुप्रयोग | [धडा](9-Real-World/1-Applications/README.md) | टीम | -| परिशिष्ट | RAI डॅशबोर्ड वापरून ML मध्ये मॉडेल डीबगिंग | [खऱ्या जगातील ML](9-Real-World/README.md) | Responsible AI डॅशबोर्ड घटकांचा वापर करून मशीन लर्निंगमधील मॉडेल डीबगिंग | [धडा](9-Real-World/2-Debugging-ML-Models/README.md) | Ruth Yakubu | - -> [या अभ्यासक्रमासाठी सर्व अतिरिक्त संसाधने आमच्या Microsoft Learn संग्रहामध्ये शोधा](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) +- [पश्चात-धडा क्विझ](https://ff-quizzes.netlify.app/en/ml/) + +> **भाषांबद्दल एक नोंद**: हे धडे प्रामुख्याने Python मध्ये लिहिलेले आहेत, परंतु अनेक R मध्येही उपलब्ध आहेत. R धडा पूर्ण करण्यासाठी `/solution` फोल्डरमध्ये जा आणि R धडे शोधा. तेथे `.rmd` विस्तार असलेल्या **R Markdown** फाइल्स आहेत, ज्यामध्ये `code chunks` (R किंवा इतर भाषांचे) आणि `YAML header` (PDF सारखे आऊटपुट स्वरूप कसे करायचे ते मार्गदर्शन करणारे) एकत्र केलेले असतात. त्यामुळे ते डेटा सायन्ससाठी एक आदर्श लेखक फ्रेमवर्क आहे कारण तुम्ही आपला कोड, त्याचे आउटपुट, आणि विचार एकत्र Markdown मध्ये लिहू शकता. शिवाय, R Markdown दस्तऐवज PDF, HTML किंवा Word सारख्या स्वरूपांत रूपांतरित करता येऊ शकतात. +> **क्विझेसबद्दल एक टीप**: सर्व क्विझेस [Quiz App फोल्डर](../../quiz-app) मध्ये आहेत, ज्यामध्ये प्रत्येकी तीन प्रश्नांचे एकूण 52 क्विझेस आहेत. त्या धड्यांमध्ये लिंक केल्या आहेत परंतु क्विझ अ‍ॅप स्थानिकरित्या चालवणे शक्य आहे; स्थानिकरित्या होस्ट करण्यासाठी किंवा Azure वर तैनात करण्यासाठी `quiz-app` फोल्डरमधील सूचना पाळा. + +| धडा क्रमांक | विषय | धडा गट | शिक्षण उद्दिष्टे | लिंक केलेला धडा | लेखक | +| :---------: | :------------------------------------------------------------: | :----------------------------------------: | ----------------------------------------------------------------------------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------: | :----------------------------------------------: | +| 01 | मशीन लर्निंगची ओळख | [ओळख](1-Introduction/README.md) | मशीन लर्निंगमागील मूलभूत संकल्पना शिका | [धडा](1-Introduction/1-intro-to-ML/README.md) | मुहम्मद | +| 02 | मशीन लर्निंगचा इतिहास | [ओळख](1-Introduction/README.md) | या क्षेत्रामागील इतिहास जाणून घ्या | [धडा](1-Introduction/2-history-of-ML/README.md) | जेन आणि एमी | +| 03 | फेअरनेस आणि मशीन लर्निंग | [ओळख](1-Introduction/README.md) | फेअरनेसबाबत महत्त्वाच्या तत्त्वज्ञानिक मुद्द्यांबद्दल शिका जे विद्यार्थ्यांनी ML मॉडेल तयार करताना आणि वापरताना विचारात घ्यावेत | [धडा](1-Introduction/3-fairness/README.md) | तोमومی | +| 04 | मशीन लर्निंगसाठी तंत्रे | [ओळख](1-Introduction/README.md) | ML संशोधक कोणती तंत्रे वापरून ML मॉडेल तयार करतात? | [धडा](1-Introduction/4-techniques-of-ML/README.md) | क्रिस आणि जेन | +| 05 | रिग्रेशनची ओळख | [रिग्रेशन](2-Regression/README.md) | रिग्रेशन मॉडेल्ससाठी Python आणि Scikit-learn ने प्रारंभ करा | [Python](2-Regression/1-Tools/README.md) • [R](../../2-Regression/1-Tools/solution/R/lesson_1.html) | जेन • एरिक वांजाऊ | +| 06 | नॉर्थ अमेरिकन भोपळ्यांचे दर 🎃 | [रिग्रेशन](2-Regression/README.md) | ML साठी डेटा व्हिज्युअलाइझ करा आणि स्वच्छ करा | [Python](2-Regression/2-Data/README.md) • [R](../../2-Regression/2-Data/solution/R/lesson_2.html) | जेन • एरिक वांजाऊ | +| 07 | नॉर्थ अमेरिकन भोपळ्यांचे दर 🎃 | [रिग्रेशन](2-Regression/README.md) | रेषीय आणि बहुपद रिग्रेशन मॉडेल तयार करा | [Python](2-Regression/3-Linear/README.md) • [R](../../2-Regression/3-Linear/solution/R/lesson_3.html) | जेन आणि दिमित्री • एरिक वांजाऊ | +| 08 | नॉर्थ अमेरिकन भोपळ्यांचे दर 🎃 | [रिग्रेशन](2-Regression/README.md) | एक लॉजिस्टिक रिग्रेशन मॉडेल तयार करा | [Python](2-Regression/4-Logistic/README.md) • [R](../../2-Regression/4-Logistic/solution/R/lesson_4.html) | जेन • एरिक वांजाऊ | +| 09 | एक वेब अॅप 🔌 | [वेब अॅप](3-Web-App/README.md) | आपले प्रशिक्षण दिलेले मॉडेल वापरून वेब अॅप तयार करा | [Python](3-Web-App/1-Web-App/README.md) | जेन | +| 10 | वर्गीकरणाची ओळख | [वर्गीकरण](4-Classification/README.md) | आपला डेटा स्वच्छ करा, तयार करा आणि व्हिज्युअलाइझ करा; वर्गीकरणाची ओळख | [Python](4-Classification/1-Introduction/README.md) • [R](../../4-Classification/1-Introduction/solution/R/lesson_10.html) | जेन आणि कॅसी • एरिक वांजाऊ | +| 11 | स्वादिष्ट आशियाई आणि भारतीय खाद्यपदार्थ 🍜 | [वर्गीकरण](4-Classification/README.md) | वर्गीकरणकर्ता ओळखा | [Python](4-Classification/2-Classifiers-1/README.md) • [R](../../4-Classification/2-Classifiers-1/solution/R/lesson_11.html) | जेन आणि कॅसी • एरिक वांजाऊ | +| 12 | स्वादिष्ट आशियाई आणि भारतीय खाद्यपदार्थ 🍜 | [वर्गीकरण](4-Classification/README.md) | अधिक वर्गीकरणकर्ता | [Python](4-Classification/3-Classifiers-2/README.md) • [R](../../4-Classification/3-Classifiers-2/solution/R/lesson_12.html) | जेन आणि कॅसी • एरिक वांजाऊ | +| 13 | स्वादिष्ट आशियाई आणि भारतीय खाद्यपदार्थ 🍜 | [वर्गीकरण](4-Classification/README.md) | आपले मॉडेल वापरून शिफारस करणारा वेब अॅप तयार करा | [Python](4-Classification/4-Applied/README.md) | जेन | +| 14 | क्लस्टरिंगची ओळख | [क्लस्टरिंग](5-Clustering/README.md) | आपला डेटा स्वच्छ करा, तयार करा आणि व्हिज्युअलाइझ करा; क्लस्टरिंगची ओळख | [Python](5-Clustering/1-Visualize/README.md) • [R](../../5-Clustering/1-Visualize/solution/R/lesson_14.html) | जेन • एरिक वांजाऊ | +| 15 | नायजेरियन संगीत आवडींचा अन्वेषण 🎧 | [क्लस्टरिंग](5-Clustering/README.md) | K-Means क्लस्टरिंग पद्धत तपासा | [Python](5-Clustering/2-K-Means/README.md) • [R](../../5-Clustering/2-K-Means/solution/R/lesson_15.html) | जेन • एरिक वांजाऊ | +| 16 | नैसर्गिक भाषा प्रक्रिया परिचय ☕️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | एक सोपा बॉट तयार करून NLP चे मूलभूत तत्त्वे शिका | [Python](6-NLP/1-Introduction-to-NLP/README.md) | स्टीफन | +| 17 | सामान्य NLP कामे ☕️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | भाषा संरचना हाताळताना आवश्यक सामान्य कामे समजून घेऊन आपले NLP ज्ञान सखोल करा | [Python](6-NLP/2-Tasks/README.md) | स्टीफन | +| 18 | भाषांतर आणि भावना विश्लेषण ♥️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | जेन ऑस्टिनसह भाषांतर आणि भावना विश्लेषण | [Python](6-NLP/3-Translation-Sentiment/README.md) | स्टीफन | +| 19 | युरोपमधील रोमँटिक हॉटेल्स ♥️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | हॉटेल पुनरावलोकनांसह भावना विश्लेषण 1 | [Python](6-NLP/4-Hotel-Reviews-1/README.md) | स्टीफन | +| 20 | युरोपमधील रोमँटिक हॉटेल्स ♥️ | [नैसर्गिक भाषा प्रक्रिया](6-NLP/README.md) | हॉटेल पुनरावलोकनांसह भावना विश्लेषण 2 | [Python](6-NLP/5-Hotel-Reviews-2/README.md) | स्टीफन | +| 21 | टाइम सिरीज फोरकास्टिंगची ओळख | [टाइम सिरीज](7-TimeSeries/README.md) | टाइम सिरीज फोरकास्टिंगची ओळख | [Python](7-TimeSeries/1-Introduction/README.md) | फ्रान्सेस्का | +| 22 | ⚡️ जागतिक विद्युत वापर ⚡️ - ARIMA सह टाइम सिरीज फोरकास्टिंग | [टाइम सिरीज](7-TimeSeries/README.md) | ARIMA सह टाइम सिरीज फोरकास्टिंग | [Python](7-TimeSeries/2-ARIMA/README.md) | फ्रान्सेस्का | +| 23 | ⚡️ जागतिक विद्युत वापर ⚡️ - SVR सह टाइम सिरीज फोरकास्टिंग | [टाइम सिरीज](7-TimeSeries/README.md) | सपोर्ट व्हेक्टर रिग्रेशर सह टाइम सिरीज फोरकास्टिंग | [Python](7-TimeSeries/3-SVR/README.md) | अनिर्बन | +| 24 | रीनफोर्समेंट लर्निंगची ओळख | [रीन्फोर्समेंट लर्निंग](8-Reinforcement/README.md) | Q-लर्निंगसह रीनफोर्समेंट लर्निंगची ओळख | [Python](8-Reinforcement/1-QLearning/README.md) | दिमित्री | +| 25 | पीटरला लांडग्यापासून वाचवा! 🐺 | [रीन्फोर्समेंट लर्निंग](8-Reinforcement/README.md) | रीनफोर्समेंट लर्निंग जिम | [Python](8-Reinforcement/2-Gym/README.md) | दिमित्री | +| पोस्टस्क्रिप्ट | प्रत्यक्ष जगातील ML परिस्थिती आणि अनुप्रयोग | [ML in the Wild](9-Real-World/README.md) | पारंपरिक ML चे मनोरंजक आणि खुलासा करणारे प्रत्यक्ष जगातील अनुप्रयोग | [धडा](9-Real-World/1-Applications/README.md) | टीम | +| पोस्टस्क्रिप्ट | RAI डॅशबोर्डचा वापर करून ML मध्ये मॉडेल डीबगिंग | [ML in the Wild](9-Real-World/README.md) | रिस्पॉन्सिबल AI डॅशबोर्ड घटकांचा वापर करून मशीन लर्निंगमधील मॉडेल डीबगिंग | [धडा](9-Real-World/2-Debugging-ML-Models/README.md) | रुथ यकुबू | + +> [या कोर्ससाठी इतर सर्व अतिरिक्त संसाधने आमच्या Microsoft Learn संग्रहात शोधा](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) ## ऑफलाइन प्रवेश -आपण हा दस्तऐवज ऑफलाइन Docsify वापरून चालवू शकता. हा रेपो fork करा, आपल्या स्थानिक मशीनवर [Docsify](https://docsify.js.org/#/) [स्थापित](https://docsify.js.org/#/quickstart) करा, आणि नंतर या रेपोच्या रूट फोल्डरमध्ये `docsify serve` टाइप करा. वेबसाइट आपल्या लोकलहोस्टवर पोर्ट 3000 वर सर्व्ह होईल: `localhost:3000`. +तुम्ही [Docsify](https://docsify.js.org/#/) वापरून ही डोक्युमेंटेशन ऑफलाइन चालवू शकता. हा रेपो फोर्क करा, तुमच्या स्थानिक मशीनवर [Docsify इंस्टॉल करा](https://docsify.js.org/#/quickstart) आणि नंतर या रेपोजच्या मुख्य फोल्डरमध्ये `docsify serve` हा आदेश चालवा. वेबसाइट तुमच्या लोकलहोस्टवर 3000 पोर्टवर चालेल: `localhost:3000`. ## पीडीएफ -अभ्यासक्रमाची दुवाांसहित पीडीएफ [इथे](https://microsoft.github.io/ML-For-Beginners/pdf/readme.pdf) शोधा. +पाठ्यक्रमाचा पीडीएफ आणि लिंक [इथे](https://microsoft.github.io/ML-For-Beginners/pdf/readme.pdf) मिळवा. -## 🎒 इतर अभ्यासक्रम +## 🎒 इतर कोर्सेस -आमची टीम इतर अभ्यासक्रम तयार करते! तपासा: +आमची टीम इतर कोर्सेस तयार करते! पहा: ### LangChain -[![LangChain4j नवशिक्यांसाठी](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js नवशिक्यांसाठी](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agents -[![AZD नवशिक्यांसाठी](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI नवशिक्यांसाठी](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP नवशिक्यांसाठी](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents नवशिक्यांसाठी](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### जनरेटिव्ह AI मालिका -[![Generative AI नवशिक्यांसाठी](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![जनरेटिव्ह AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![जनरेटिव्ह AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### जनरेटिव AI सिरीज +[![शिकणाऱ्यांसाठी जनरेटिव्ह एआय](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![जनरेटिव्ह एआय (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![जनरेटिव्ह एआय (जावा)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![जनरेटिव्ह एआय (जावास्क्रिप्ट)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- - -### कोअर शिक्षण -[![ML नवशिक्यांसाठी](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![डेटा सायन्स नवशिक्यांसाठी](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI नवशिक्यांसाठी](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![सायबरसुरक्षा नवशिक्यांसाठी](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![वेब विकास नवशिक्यांसाठी](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT नवशिक्यांसाठी](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR विकास नवशिक्यांसाठी](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) + +### मुख्य शिक्षण +[![शिकणाऱ्यांसाठी एमएल](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![शिकणाऱ्यांसाठी डेटा सायन्स](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![शिकणाऱ्यांसाठी एआय](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![शिकणाऱ्यांसाठी सायबरसिक्युरिटी](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![शिकणाऱ्यांसाठी वेब विकास](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![शिकणाऱ्यांसाठी आयओटी](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![शिकणाऱ्यांसाठी XR विकास](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- - -### Copilot सिरीज -[![AI पेअर प्रोग्रामिंगसाठी Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![C#/.NET साठी Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot साहस](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) + +### कॉपायलट मालिका +[![AI सह जोडीदार प्रोग्रामिंगसाठी कॉपायलट](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET साठी कॉपायलट](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![कॉपायलट साहस](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## मदत मिळवा -AI अॅप्स बनवताना तुम्ही अडकलात किंवा काही प्रश्न आहेत का. MCP बद्दलच्या चर्चेत इतर शिकणाऱ्यां आणि अनुभवी विकासकांमध्ये सहभागी व्हा. हे एक सहायक समुदाय आहे जिथे प्रश्नांचे स्वागत केले जाते आणि ज्ञान मुक्तपणे शेअर केले जाते. +जर तुम्ही अडकलात किंवा एआय अॅप्स तयार करताना काही प्रश्न असतील तर, MCP विषयी चर्चांमध्ये सहशिक्षक आणि अनुभवी विकासकांसोबत सहभागी व्हा. हे एक सहायक समुदाय आहे जिथे प्रश्न विचारले जातात आणि ज्ञान विनामूल्य वाटले जाते. -[![Microsoft Foundry डिस्कॉर्ड](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -जर तुमच्याकडे उत्पादनाबद्दल अभिप्राय किंवा तयार करताना त्रुटी असतील तर भेट द्या: +जर तुम्हाला उत्पादन प्रतिक्रिया द्यायची असेल किंवा अडचणी येत असतील तर येथे भेट द्या: -[![Microsoft Foundry विकसक फोरम](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -अस्वीकरण: -हा दस्तऐवज एआय अनुवाद सेवा (Co-op Translator: https://github.com/Azure/co-op-translator) वापरून अनुवादित केला आहे. आम्ही अचूकतेसाठी प्रयत्न करतो, परंतु कृपया लक्षात घ्या की स्वयंचलित अनुवादांमध्ये चुका किंवा अचूकतेच्या त्रुटी असू शकतात. मूळ दस्तऐवज त्याच्या मूळ भाषेत अधिकृत स्रोत मानला जावा. महत्वाच्या माहितीकरिता व्यावसायिक मानवी अनुवाद शिफारसीय आहे. या अनुवादाच्या वापरामुळे उद्भवलेल्या कोणत्याही गैरसमजुती किंवा चुकीच्या अर्थलागीसाठी आम्ही जबाबदार नाही. +**अस्वीकरण**: +हा दस्तऐवज AI भाषांतरण सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) वापरून अनुवादित केला आहे. आम्ही अचूकतेसाठी प्रयत्नशील आहोत, परंतु कृपया लक्षात ठेवा की स्वयंचलित भाषांतरणांमध्ये त्रुटी किंवा अचूकतेचे अपाय होऊ शकतात. मूळ दस्तऐवज त्याच्या मूळ भाषेत अधिकृत स्रोत मानला जावा. महत्त्वाच्या माहितीसाठी व्यावसायिक मानवी भाषांतरण शिफारस केली जाते. या भाषांतरणाच्या वापरातून उद्भवलेल्या कोणत्याही गैरसमज किंवा चुकीच्या अर्थलाभाबद्दल आम्ही जबाबदार नाही. \ No newline at end of file diff --git a/translations/ne/README.md b/translations/ne/README.md index 2f9a84fd6..80279bf29 100644 --- a/translations/ne/README.md +++ b/translations/ne/README.md @@ -1,195 +1,186 @@ -[![GitHub लाइसेन्स](https://img.shields.io/github/license/microsoft/ML-For-Beginners.svg)](https://github.com/microsoft/ML-For-Beginners/blob/master/LICENSE) -[![GitHub योगदानकर्ताहरू](https://img.shields.io/github/contributors/microsoft/ML-For-Beginners.svg)](https://GitHub.com/microsoft/ML-For-Beginners/graphs/contributors/) -[![GitHub इश्यूहरू](https://img.shields.io/github/issues/microsoft/ML-For-Beginners.svg)](https://GitHub.com/microsoft/ML-For-Beginners/issues/) -[![GitHub पुल अनुरोधहरू](https://img.shields.io/github/issues-pr/microsoft/ML-For-Beginners.svg)](https://GitHub.com/microsoft/ML-For-Beginners/pulls/) -[![पुल अनुरोधहरू स्वागत छ](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com) - -[![GitHub वाचरहरू](https://img.shields.io/github/watchers/microsoft/ML-For-Beginners.svg?style=social&label=Watch)](https://GitHub.com/microsoft/ML-For-Beginners/watchers/) -[![GitHub फोर्कहरू](https://img.shields.io/github/forks/microsoft/ML-For-Beginners.svg?style=social&label=Fork)](https://GitHub.com/microsoft/ML-For-Beginners/network/) -[![GitHub स्टारहरू](https://img.shields.io/github/stars/microsoft/ML-For-Beginners.svg?style=social&label=Star)](https://GitHub.com/microsoft/ML-For-Beginners/stargazers/) - ### 🌐 बहुभाषी समर्थन -#### GitHub Action मार्फत समर्थन गरिएको (स्वचालित र सधैं अद्यावधिक) +#### GitHub Action मार्फत समर्थित (स्वचालित र सधैं अद्यावधिक) - -[अरबी](../ar/README.md) | [बंगाली](../bn/README.md) | [बुल्गेरियाली](../bg/README.md) | [बर्मी (म्यानमार)](../my/README.md) | [चिनियाँ (सरलीकृत)](../zh/README.md) | [चिनियाँ (परम्परागत, हङकङ)](../hk/README.md) | [चिनियाँ (परम्परागत, मकाउ)](../mo/README.md) | [चिनियाँ (परम्परागत, ताइवान)](../tw/README.md) | [क्रोएशियाली](../hr/README.md) | [चेक](../cs/README.md) | [डेनिश](../da/README.md) | [डच](../nl/README.md) | [एस्टोनियन](../et/README.md) | [फिनिश](../fi/README.md) | [फ्रेन्च](../fr/README.md) | [जर्मन](../de/README.md) | [ग्रीक](../el/README.md) | [हिब्रू](../he/README.md) | [हिन्दी](../hi/README.md) | [हंगेरीय](../hu/README.md) | [इन्डोनेशियाली](../id/README.md) | [इटालियन](../it/README.md) | [जापानी](../ja/README.md) | [कन्नड](../kn/README.md) | [कोरियाली](../ko/README.md) | [लिथुआनियाली](../lt/README.md) | [मलय](../ms/README.md) | [मलयालम](../ml/README.md) | [मराठी](../mr/README.md) | [नेपाली](./README.md) | [नाइजेरियन पिजिन](../pcm/README.md) | [नर्वे](../no/README.md) | [फारसी (फारसी)](../fa/README.md) | [पोलिश](../pl/README.md) | [पोर्चुगाली (ब्राजिल)](../br/README.md) | [पोर्चुगाली (पुर्तगाल)](../pt/README.md) | [पञ्जाबी (गुरमुखी)](../pa/README.md) | [रोमानियन](../ro/README.md) | [रूसी](../ru/README.md) | [सर्बियाली (सिरिलिक)](../sr/README.md) | [स्लोभाक](../sk/README.md) | [स्लोभेनियाली](../sl/README.md) | [स्पेनिश](../es/README.md) | [स्वाहिली](../sw/README.md) | [स्वीडिश](../sv/README.md) | [टागालॉग (फिलिपिनो)](../tl/README.md) | [तमिल](../ta/README.md) | [तेलुगु](../te/README.md) | [थाई](../th/README.md) | [टर्किश](../tr/README.md) | [युक्रेनी](../uk/README.md) | [उर्दु](../ur/README.md) | [भियतनामी](../vi/README.md) - +> **स्थानीय रूपमा क्लोन गर्न चाहनुहुन्छ?** -#### हाम्रो समुदायमा सहभागी हुनुहोस् +> यो भण्डारमा ५० भन्दा बढी भाषाहरूका अनुवादहरू समावेश छन् जसले डाउनलोड आकारमा ठूलो वृद्धि गर्दछ। अनुवाद बिना क्लोन गर्न sparse checkout प्रयोग गर्नुहोस्: +> ```bash +> git clone --filter=blob:none --sparse https://github.com/microsoft/ML-For-Beginners.git +> cd ML-For-Beginners +> git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' +> ``` +> यसले तपाइँलाई कोर्ष पूरा गर्न आवश्यक सबै चीजहरू धेरै छिटो डाउनलोडसँग उपलब्ध गराउँछ। -[![Microsoft Foundry डिस्कोर्ड](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +#### हाम्रो समुदायमा सामेल हुनुहोस् -हामीसँग Discord मा "AI सँग सिक्ने" सिरिज जारी छ, थप जानकारीका लागि र हामीसँग जोडिनुहोस् [Learn with AI Series](https://aka.ms/learnwithai/discord) मा जुन 18 - 30 सेप्टेम्बर, 2025 सम्म हुनेछ। तपाईंले GitHub Copilot लाई डाटा साइन्सको लागि प्रयोग गर्ने टिप्स र ट्रिक्स पाउनुहुनेछ। +हामीसँग Discord मा AI सँग सिकाइ श्रृंखला चलिरहेको छ, थप जान्न र हामीसँग सामेल हुन [Learn with AI Series](https://aka.ms/learnwithai/discord) मा १८ - ३० सेप्टेम्बर, २०२५ सम्म। तपाइँ GitHub Copilot को डेटा साइन्समा उपयोग गर्ने टिप्स र ट्रिक्स प्राप्त गर्नु हुनेछ। -![AI सँग सिक्ने सिरिज](../../translated_images/ne/3.9b58fd8d6c373c20.webp) +![Learn with AI series](../../../../translated_images/ne/3.9b58fd8d6c373c20.webp) -# Machine Learning for Beginners - एक पाठ्यक्रम +# नौसिखिया लागि मेशिन लर्निङ - एक पाठ्यक्रम तालिका -> 🌍 विश्व संस्कृतिहरूको माध्यमबाट मेसिन लर्निङ अन्वेषण गर्दै संसारभर यात्रा गर्नुहोस् 🌍 +> 🌍 विश्वका संस्कृतिहरूमार्फत मेशिन लर्निङ अन्वेषण गर्दै विश्व भ्रमण गर्नुहोस् 🌍 -Microsoft का Cloud Advocates हरूले 12 हप्ते, 26-पाठको पाठ्यक्रम प्रस्तुत गर्न पाउँदा खुशी छौं जुन पूर्ण रूपमा **Machine Learning** सम्बन्धित छ। यस पाठ्यक्रममा, तपाईंले कहिलेकाहीं "क्लासिक मेसिन लर्निङ" भनिने विषयबस्तु सिक्नुहुनेछ, जसमा मुख्य रूपमा Scikit-learn लाई लाइब्रेरीको रूपमा प्रयोग गरिन्छ र डिप लर्निङबाट टाढा राखिन्छ, जुन हाम्रो [AI for Beginners' curriculum](https://aka.ms/ai4beginners) मा समेटिएको छ। यी पाठहरूलाई हाम्रो ['Data Science for Beginners' curriculum](https://aka.ms/ds4beginners) सँग भी जोड्न सकिन्छ। +Microsoft का Cloud Advocates हरूले १२ हप्ता, २६ पाठ सहितको **मेशिन लर्निङ** सम्बन्धित पाठ्यक्रम प्रस्ताव गरेकोमा खुशी छ। यस पाठ्यक्रममा, प्रायः Scikit-learn लाई पुस्तकालयको रूपमा प्रयोग गरी र गहिरो सिकाइ (deep learning) बाट टाढा रही, जुन हाम्रो [AI for Beginners कोर्स](https://aka.ms/ai4beginners) मा समेटिएको छ, क्लासिक मेशिन लर्निङ सिक्नु हुनेछ। यी पाठहरूलाई हाम्रो ['Data Science for Beginners' पाठ्यक्रम](https://aka.ms/ds4beginners) सँग जोड्न सकिन्छ। -हामीसँगै संसारभर यात्रा गर्नुहोस् जब हामी यी क्लासिक प्रविधिहरूलाई विश्वका विभिन्न क्षेत्रका डाटामा लागू गर्छौं। हरेक पाठमा प्रि-र पोस्ट-लसन क्विज, लेखिएको निर्देशनहरू, समाधान, असाइनमेन्ट, र बढी समावेश छ। हाम्रो प्रोजेक्ट-आधारित शिक्षणले तपाईंलाई बनाउँदै सिक्न मद्दत गर्छ, जुन नयाँ सीपहरू टिकाउन प्रभावकारी तरिका हो। +विश्वका बिभिन्न क्षेत्रका डाटा माथि यी क्लासिक प्रविधिहरू लागू गर्दै यात्रा गर्नुहोस्। प्रत्येक पाठमा पूर्व र पछिको क्विज, पाठ पूरा गर्ने लेखिएको निर्देशन, समाधान, असाइनमेन्ट र थप समावेश छ। हाम्रो परियोजना-आधारित शिक्षण विधिले तपाईंलाई सिक्दै बनाउने मौका दिन्छ, जुन नयाँ सीपहरू रोकिने सिद्ध तरिका हो। -**✍️ हाम्रो लेखकहरूलाई हार्दिक धन्यवाद** Jen Looper, Stephen Howell, Francesca Lazzeri, Tomomi Imura, Cassie Breviu, Dmitry Soshnikov, Chris Noring, Anirban Mukherjee, Ornella Altunyan, Ruth Yakubu र Amy Boyd +**✍️ हाम्रो लेखकहरुमा हार्दिक धन्यवाद** Jen Looper, Stephen Howell, Francesca Lazzeri, Tomomi Imura, Cassie Breviu, Dmitry Soshnikov, Chris Noring, Anirban Mukherjee, Ornella Altunyan, Ruth Yakubu र Amy Boyd -**🎨 हाम्रो इलस्ट्रेटरहरूलाई पनि धन्यवाद** Tomomi Imura, Dasani Madipalli, र Jen Looper +**🎨 हाम्रो चित्रकारहरुलाई धन्यवाद** Tomomi Imura, Dasani Madipalli, र Jen Looper -**🙏 विशेष धन्यवाद 🙏 हाम्रा Microsoft Student Ambassador लेख, समीक्षक, र सामग्री योगदानकर्ताहरूलाई**, विशेष गरी Rishit Dagli, Muhammad Sakib Khan Inan, Rohan Raj, Alexandru Petrescu, Abhishek Jaiswal, Nawrin Tabassum, Ioan Samuila, र Snigdha Agarwal +**🙏 विशेष धन्यवाद 🙏 Microsoft Student Ambassador लेखक, समीक्षक र सामग्री योगदानकर्ताहरुलाई**, विशेष रूपमा Rishit Dagli, Muhammad Sakib Khan Inan, Rohan Raj, Alexandru Petrescu, Abhishek Jaiswal, Nawrin Tabassum, Ioan Samuila, र Snigdha Agarwal -**🤩 अतिरिक्त कृतज्ञता Microsoft Student Ambassadors Eric Wanjau, Jasleen Sondhi, र Vidushi Gupta लाई हाम्रा R पाठहरूको लागि!** +**🤩 Microsoft Student Ambassadors Eric Wanjau, Jasleen Sondhi, र Vidushi Gupta लाई हाम्रो R पाठ्यक्रमका लागि थप कृतज्ञता!** -# सुरु गर्नुहोस् +# सुरु गर्ने तरिका -यी चरणहरू पालना गर्नुहोस्: -1. **रिपोजिटरी फोर्क गर्नुहोस्**: यस पृष्ठको माथि-दायाँ कुनामा रहेको "Fork" बटनमा क्लिक गर्नुहोस्। -2. **रिपोजिटरी क्लोन गर्नुहोस्**: `git clone https://github.com/microsoft/ML-For-Beginners.git` +यी चरणहरू पालन गर्नुहोस्: +1. **भण्डार Fork गर्नुहोस्**: यो पृष्ठको माथि-दायाँ कुनामा रहेको "Fork" बटनमा क्लिक गर्नुहोस्। +2. **भण्डार Clone गर्नुहोस्**: `git clone https://github.com/microsoft/ML-For-Beginners.git` -> [यस पाठ्यक्रमका लागि सबै अतिरिक्त स्रोतहरू हाम्रो Microsoft Learn संग्रहमा पत्ता लगाउनुहोस्](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) +> [यस कोर्षका अतिरिक्त स्रोतहरू हामीले Microsoft Learn संग्रहमा राखेका छौं](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) -> 🔧 **मद्दत चाहिन्छ?** स्थापन, सेटअप, र पाठहरू चलाउँदा सामान्य समस्याहरूको समाधानका लागि हाम्रा [Troubleshooting Guide](TROUBLESHOOTING.md) जाँच गर्नुहोस्। +> 🔧 **मद्दत चाहिन्छ?** हाम्रो [समस्या समाधान गाइड](TROUBLESHOOTING.md) मा स्थापना, सेटअप र पाठ चलाउने सामान्य समस्याहरूका समाधानहरू हेर्नुहोस्। +**[विद्यार्थीहरू](https://aka.ms/student-page)**, यो पाठ्यक्रम प्रयोग गर्न, सम्पूर्ण भण्डारलाई आफ्नै GitHub खातामा fork गरी व्यक्तिगतरूपमा वा समूहसँग अभ्यासहरू पूरा गर्नुहोस्: -**[विद्यार्थीहरू](https://aka.ms/student-page)**, यो पाठ्यक्रम प्रयोग गर्नका लागि, सम्पूर्ण रिपो आफ्नो GitHub खातामा फोर्क गर्नुहोस् र अभ्यासहरू व्यक्तिगत रूपमा वा समूहसँग पूरा गर्नुहोस्: - -- प्रारम्भमा प्रि-लेक्चर क्विज लिइराख्नुहोस्। -- व्याख्या पढ्नुहोस् र गतिविधिहरू पूरा गर्नुहोस्, प्रत्येक ज्ञान जाँचमा रोकिएर सोच्नुहोस्। -- समाधान कोड चलाउने भन्दा सिकाइ बुझेर प्रोजेक्टहरू सिर्जना गर्न प्रयास गर्नुहोस्; तथापि त्यो कोड प्रत्येक प्रोजेक्ट-उन्मुख पाठमा `/solution` फोल्डरहरूमा उपलब्ध छ। -- पोस्ट-लेक्चर क्विज लिनुहोस्। +- पूर्व-व्याख्यान क्विज बाट सुरुवात गर्नुहोस्। +- व्याख्यान पढ्नुहोस् र गतिविधिहरू पूरा गर्नुहोस्, प्रत्येक ज्ञान जाँचमा रोकिएर प्रतिबिम्बित गर्नुहोस्। +- परियोजनाहरू बनाउन प्रयास गर्नुहोस् पाठहरू बुझेर, समाधान कोड चलाउने भन्दा; तथापि उक्त कोड प्रत्येक परियोजना आधारित पाठका `/solution` फोल्डरहरूमा उपलब्ध छ। +- पछिल्लो व्याख्यान क्विज लिनुहोस्। - चुनौती पूरा गर्नुहोस्। - असाइनमेन्ट पूरा गर्नुहोस्। -- पाठ समूह पूरा गरेपछि, [Discussion Board](https://github.com/microsoft/ML-For-Beginners/discussions) भ्रमण गरी सान्दर्भिक PAT रूब्रिक भरी "आवाजमा सिक्नुहोस्"। 'PAT' एक Progress Assessment Tool हो जुन तपाईंले सिकाइ अगाडि बढाउन भर्ने रूब्रिक हो। तपाईंले अरू PAT हरूमा प्रतिक्रिया पनि दिन सक्नुहुन्छ ताकि हामी सँगै सिक्न सक्छौं। +- एक पाठ समूह पूरा गरेपछि [चर्चा बोर्ड](https://github.com/microsoft/ML-For-Beginners/discussions) मा जानुहोस् र उपयुक्त PAT मूल्याङ्कन भरेर "उच्चारण गरि" सिक्नुहोस्। PAT भनेको प्रगति मूल्याङ्कन उपकरण हो, जुन तपाईंले भर्ने एउटा मूल्याङ्कन हो। तपाईं अरू PATs मा प्रतिक्रिया पनि दिन सक्नुहुन्छ ताकि हामी सँगै सिक्न सकौं। -> थप अध्ययनका लागि, हामीले यी [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/k7o7tg1gp306q4?WT.mc_id=academic-77952-leestott) मोड्युलहरू र सिकाइ मार्गहरू अनुसरण गर्न सिफारिस गर्दछौं। +> थप अध्ययनको लागि, यी [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/k7o7tg1gp306q4?WT.mc_id=academic-77952-leestott) मोड्युलहरू र सिकाइ मार्गहरूको सिफारिस गर्दछौं। -**शिक्षकहरू**, यस पाठ्यक्रम प्रयोग गर्ने बारे हामीले केही [सुझावहरू समावेश गरेका छौं](for-teachers.md)। +**शिक्षकहरू**का लागि, हामीसँग [कसरी यो पाठ्यक्रम प्रयोग गर्ने सुझावहरू](for-teachers.md) समावेश गरिएको छ। --- -## भिडियो वाकथ्रुहरू +## भिडियो वाकथ्रू -केही पाठहरू छोटो रूपका भिडियोमा उपलब्ध छन्। यी सबै तपाईंलाई पाठहरू भित्रै देख्न सकिन्छ, वा [ML for Beginners प्लेलिष्टमा Microsoft Developer YouTube च्यानलमा](https://aka.ms/ml-beginners-videos) तलको तस्वीर क्लिक गरेर हेर्न सक्नुहुन्छ। +केही पाठहरू छोटो भिडियोको रूपमा उपलब्ध छन्। यी सबैलाई पाठ बेरमा वा [Microsoft Developer को YouTube च्यानलमा ML for Beginners प्लेलिस्ट](https://aka.ms/ml-beginners-videos) मा अवलोकन गर्न सक्नुहुन्छ तलको छविमा क्लिक गरेर। -[![ML for beginners ब्यानर](../../translated_images/ne/ml-for-beginners-video-banner.63f694a100034bc6.webp)](https://aka.ms/ml-beginners-videos) +[![ML for beginners banner](../../../../translated_images/ne/ml-for-beginners-video-banner.63f694a100034bc6.webp)](https://aka.ms/ml-beginners-videos) --- -## टिमलाई भेट्नुहोस् +## टोली भेट्नुहोस् -[![प्रोमो भिडियो](../../images/ml.gif)](https://youtu.be/Tj1XWrDSYJU) +[![प्रमो भिडियो](../../images/ml.gif)](https://youtu.be/Tj1XWrDSYJU) -**गिफ द्वारा** [Mohit Jaisal](https://linkedin.com/in/mohitjaisal) +**Gif बनाएको** [Mohit Jaisal](https://linkedin.com/in/mohitjaisal) -> 🎥 प्रोजेक्ट र यसलाई सिर्जना गर्ने टोलीबारेको भिडियोका लागि माथिको चित्रमा क्लिक गर्नुहोस्! +> 🎥 माथिको छविमा क्लिक गरी परियोजना र यसको सिर्जनाकर्ताहरूको बारेमा भिडियो हेर्नुहोस्! --- -## शिक्षण पद्धति +## शिक्षण विधि -हामीले यो पाठ्यक्रम निर्माण गर्दा दुई शिक्षण सम्बन्धी सिद्घान्त छानेका छौं: यसलाई व्यावहारिक, **प्रोजेक्ट-आधारित** बनाउने र यसमा **बारम्बार क्विजहरू** समावेश गर्ने। थप रूपमा, यस पाठ्यक्रमलाई एक साझा **थिम** दिई यसको समेकन सुनिश्चित गरिएको छ। +हामीले यस पाठ्यक्रम निर्माण गर्दा दुई मुख्य शिक्षण सिद्धान्तहरू चुनेका छौं: यसलाई हात-लेखिएको **परियोजना-आधारित** बनाउनु र **धेरै क्विजहरू** समावेश गर्नु। त्यसैगरी, यो पाठ्यक्रममा एउटै **थिम** राखिएको छ जसले यसको समरूपता सुनिश्चित गर्दछ। -सामग्री प्रोजेक्टसँग मेल खाने गरी सुनिश्चित गर्दा विद्यार्थीहरूको लागि प्रक्रिया बढी आकर्षक हुन्छ र अवधारणाहरूको धारण क्षमता बढ्छ। साथै, कक्षाको अघि एक कम जोखिमको क्विजले विद्यार्थीको सिकाइ तर्फको लक्ष्य निर्धारण गर्छ भने कक्षापछि दोस्रो क्विजले थप धारण सुनिश्चित गर्छ। यो पाठ्यक्रम लचकदार र रमाइलो हुने गरी डिजाइन गरिएको छ र पूरै वा अंशमा लिन सकिन्छ। प्रोजेक्टहरू साना बाट सुरु हुन्छन् र 12 हप्ते चक्रको अन्त्यतिर बढ्दै जटिल बन्छन्। यस पाठ्यक्रमले एमएलका वास्तविक-विश्व प्रयोगहरूमा पोस्टस्क्रिप्ट पनि समावेश गर्दछ, जुन अतिरिक्त क्रेडिट वा छलफलको आधारको रूपमा प्रयोग गर्न सकिन्छ। +सामग्रीलाई परियोजनासँग मेल खाने गरी विद्यार्थीहरूलाई आकर्षक बनाउने र अवधारणाको स्मरण शक्ति बढाउने काम गर्छ। कोर्षअघि एउटा कम तनावको क्विजले विद्यार्थीको सिकाइ प्रतिको अभिप्रेरणा बढाउँछ भने पछि कोर्सको क्विजले सिकाइ ठीकसँग याद राख्न सहयोग गर्दछ। यो पाठ्यक्रम लचिलो र रमाईलो बनाउन डिजाइन गरिएको हो र पूर्ण वा आंशिक रूपमा लिन सकिन्छ। परियोजनाहरू साना बाट सुरु भएर १२ हप्ताको अन्त्यसम्म क्रमिक रूपमा जटिल हुन्छन्। यसमा वास्तविक जीवनका mL प्रयोगहरूमा पोस्टस्क्रिप्ट पनि सामेल छ, जुन अतिरिक्त क्रेडिट वा छलफलको आधारको रूपमा प्रयोग गर्न सकिन्छ। -> हाम्रो [Code of Conduct](CODE_OF_CONDUCT.md), [Contributing](CONTRIBUTING.md), [Translation](TRANSLATIONS.md), र [Troubleshooting](TROUBLESHOOTING.md) दिशानिर्देशहरू पत्ता लगाउनुहोस्। हामी तपाईंको रचनात्मक प्रतिक्रिया स्वागत गर्दछौं! +> हाम्रो [आचरण कोड](CODE_OF_CONDUCT.md), [योगदान नियमावली](CONTRIBUTING.md), [अनुवाद निर्देशिका](TRANSLATIONS.md), र [समस्या समाधान](TROUBLESHOOTING.md) दिशानिर्देशहरू पाउन सक्नुहुन्छ। तपाईंको रचनात्मक प्रतिकृयाहरुलाई स्वागत गर्दछौं! -## प्रत्येक पाठमा समावेश छ +## प्रत्येक पाठमा समावेश छन् -- वैकल्पिक स्केचनोट +- वैकल्पिक स्केच नोट - वैकल्पिक पूरक भिडियो -- भिडियो वाकथ्रु (केही पाठहरूमा मात्र) -- [प्रि-लेक्चर वर्मअप क्विज](https://ff-quizzes.netlify.app/en/ml/) -- लेखिएको पाठ -- प्रोजेक्ट-आधारित पाठहरूको लागि, प्रोजेक्ट कसरी बनाउने भन्ने चरण-दर-चरण मार्गदर्शन -- ज्ञान जाँचहरू -- एउटा चुनौती -- पूरक पढाइ +- भिडियो वाकथ्रू (केही पाठहरूमा मात्र) +- [पूर्व व्याख्यान तातो-अप क्विज](https://ff-quizzes.netlify.app/en/ml/) +- लिखित पाठ +- परियोजना आधारित पाठहरूका लागि, परियोजना बनाउनका निम्ति चरण-दर-चरण मार्गनिर्देशन +- ज्ञान परीक्षणहरू +- चुनौती +- पूरक पठन सामग्री - असाइनमेन्ट -- [पोस्ट-लेक्चर क्विज](https://ff-quizzes.netlify.app/en/ml/) - -> **भाषाहरूको बारेमा एक टिप्पणी**: यी पाठहरू मुख्य रूपमा Python मा लेखिएका छन्, तर धेरै पाठहरू R मा पनि उपलब्ध छन्। R पाठ पूरा गर्नका लागि `/solution` फोल्डरमा गएर R पाठहरू खोज्नुहोस्। तीमा `.rmd` एक्सटेन्सन हुन्छ जुन **R Markdown** फाइल प्रतिनिधित्व गर्छ जुन सरलताले `code chunks` (R वा अन्य भाषाका) र `YAML header` (जसले PDF जस्ता आउटपुट कसरी ढाँचाबद्ध गर्ने भनेर मार्गनिर्देशन गर्छ) लाई `Markdown document` मा एम्बेड गरेको रूपमा परिभाषित गर्न सकिन्छ। यसरी, यो डाटा साइन्सका लागि एक उत्कृष्ट लेखकिङ फ्रेमवर्कको रूपमा काम गर्छ किनकि यसले तपाईंलाई तपाईंको कोड, त्यसको आउटपुट, र तपाईंका विचारहरू Markdown मा लेख्न मिल्ने गरी संयोजन गर्न अनुमति दिन्छ। थप रूपमा, R Markdown दस्तावेजहरू PDF, HTML, वा Word जस्ता आउटपुट ढाँचाहरूमा रन्डर गर्न सकिन्छ। - -> **क्विजहरूबारे एक टिप्पणी**: सबै क्विजहरू [Quiz App फोल्डर](../../quiz-app) भित्र समावेश छन्, कुल 52 क्विजहरू जुन प्रत्येकमा तीन प्रश्नहरू छन्। तिनीहरू पाठहरूबाट लिङ्क गरिएका छन् तर क्विज एप स्थानीय रूपमा चलाउन सकिन्छ; स्थानीय रूपमा होस्ट वा Azure मा डिप्लोय गर्नका लागि `quiz-app` फोल्डरमा दिइएका निर्देशनहरू पालन गर्नुहोस्। - -| पाठ संख्या | विषय | पाठ समूह | अध्ययन लक्ष्यहरू | लिङ्क गरिएको पाठ | लेखक | -| :-----------: | :------------------------------------------------------------: | :-------------------------------------------------: | ------------------------------------------------------------------------------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------: | :--------------------------------------------------: | -| 01 | मेसिन लर्निङ परिचय | [परिचय](1-Introduction/README.md) | मेसिन लर्निङको आधारभूत अवधारणाहरू सिक्नुहोस् | [पाठ](1-Introduction/1-intro-to-ML/README.md) | Muhammad | -| 02 | मेसिन लर्निङको इतिहास | [परिचय](1-Introduction/README.md) | यस क्षेत्रको इतिहास बारे जान्नुहोस् | [पाठ](1-Introduction/2-history-of-ML/README.md) | Jen and Amy | -| 03 | निष्पक्षता र मेसिन लर्निङ | [परिचय](1-Introduction/README.md) | मोडेल बनाउँदा र लागू गर्दा विद्यार्थीहरूले विचार गर्नुपर्ने निष्पक्षता सम्बन्धी के महत्वपूर्ण दार्शनिक मुद्दाहरू छन्? | [पाठ](1-Introduction/3-fairness/README.md) | Tomomi | -| 04 | मेसिन लर्निङका प्रविधिहरू | [परिचय](1-Introduction/README.md) | एमएल अनुसन्धानकर्ताहरूले ML मोडेल बनाउन कुन प्रविधिहरू प्रयोग गर्छन्? | [पाठ](1-Introduction/4-techniques-of-ML/README.md) | Chris and Jen | -| 05 | रिग्रेसन परिचय | [रिग्रेसन](2-Regression/README.md) | रिग्रेसन मोडेलहरूका लागि Python र Scikit-learn सँग सुरूवात गर्नुहोस् | [Python](2-Regression/1-Tools/README.md) • [R](../../2-Regression/1-Tools/solution/R/lesson_1.html) | Jen • Eric Wanjau | -| 06 | उत्तर अमेरिकी कद्दू मूल्यहरू 🎃 | [रिग्रेसन](2-Regression/README.md) | ML को तयारीका लागि डेटा भिजुअलाइज र सफा गर्नुहोस् | [Python](2-Regression/2-Data/README.md) • [R](../../2-Regression/2-Data/solution/R/lesson_2.html) | Jen • Eric Wanjau | -| 07 | उत्तर अमेरिकी कद्दू मूल्यहरू 🎃 | [रिग्रेसन](2-Regression/README.md) | रेखीय र बहुपद रिग्रेसन मोडेलहरू निर्माण गर्नुहोस् | [Python](2-Regression/3-Linear/README.md) • [R](../../2-Regression/3-Linear/solution/R/lesson_3.html) | Jen and Dmitry • Eric Wanjau | -| 08 | उत्तर अमेरिकी कद्दू मूल्यहरू 🎃 | [रिग्रेसन](2-Regression/README.md) | लजिस्टिक रिग्रेसन मोडेल निर्माण गर्नुहोस् | [Python](2-Regression/4-Logistic/README.md) • [R](../../2-Regression/4-Logistic/solution/R/lesson_4.html) | Jen • Eric Wanjau | -| 09 | एक वेब एप 🔌 | [वेब एप](3-Web-App/README.md) | तपाईंले तालिम दिएको मोडेल प्रयोग गर्न वेब एप बनाउनुहोस् | [Python](3-Web-App/1-Web-App/README.md) | Jen | -| 10 | वर्गीकरण परिचय | [वर्गीकरण](4-Classification/README.md) | आफ्नो डेटा सफा, तयारी, र भिजुअलाइज गर्नुहोस्; वर्गीकरणमा परिचय | [Python](4-Classification/1-Introduction/README.md) • [R](../../4-Classification/1-Introduction/solution/R/lesson_10.html) | Jen and Cassie • Eric Wanjau | -| 11 | स्वादिलो एसियाली र भारतीय परिकारहरू 🍜 | [वर्गीकरण](4-Classification/README.md) | क्लासिफायरहरूको परिचय | [Python](4-Classification/2-Classifiers-1/README.md) • [R](../../4-Classification/2-Classifiers-1/solution/R/lesson_11.html) | Jen and Cassie • Eric Wanjau | -| 12 | स्वादिलो एसियाली र भारतीय परिकारहरू 🍜 | [वर्गीकरण](4-Classification/README.md) | थप क्लासिफायरहरू | [Python](4-Classification/3-Classifiers-2/README.md) • [R](../../4-Classification/3-Classifiers-2/solution/R/lesson_12.html) | Jen and Cassie • Eric Wanjau | -| 13 | स्वादिलो एसियाली र भारतीय परिकारहरू 🍜 | [वर्गीकरण](4-Classification/README.md) | आफ्नो मोडेल प्रयोग गरेर सिफारिस गर्ने वेब एप बनाउनुहोस् | [Python](4-Classification/4-Applied/README.md) | Jen | -| 14 | क्लस्टरिङ परिचय | [क्लस्टरिङ](5-Clustering/README.md) | आफ्नो डेटा सफा, तयारी, र भिजुअलाइज गर्नुहोस्; क्लस्टरिङमा परिचय | [Python](5-Clustering/1-Visualize/README.md) • [R](../../5-Clustering/1-Visualize/solution/R/lesson_14.html) | Jen • Eric Wanjau | -| 15 | नाइजीरियाली संगीतका रुचिहरू अन्वेषण 🎧 | [क्लस्टरिङ](5-Clustering/README.md) | K-Means क्लस्टरिङ विधि अन्वेषण गर्नुहोस् | [Python](5-Clustering/2-K-Means/README.md) • [R](../../5-Clustering/2-K-Means/solution/R/lesson_15.html) | Jen • Eric Wanjau | -| 16 | प्राकृतिक भाषा प्रशोधनमा परिचय ☕️ | [प्राकृतिक भाषा प्रशोधन](6-NLP/README.md) | एक सानो बोट बनाउँदै NLP का आधारहरू सिक्नुहोस् | [Python](6-NLP/1-Introduction-to-NLP/README.md) | Stephen | -| 17 | सामान्य NLP कार्यहरू ☕️ | [प्राकृतिक भाषा प्रशोधन](6-NLP/README.md) | भाषिक संरचनासँग व्यवहार गर्दा आवश्यक सामान्य कार्यहरू बुझेर आफ्नो NLP ज्ञानलाई गहिरो बनाउनुहोस् | [Python](6-NLP/2-Tasks/README.md) | Stephen | -| 18 | अनुवाद र भावना विश्लेषण ♥️ | [प्राकृतिक भाषा प्रशोधन](6-NLP/README.md) | जेने ऑस्टेनसँग अनुवाद र भावना विश्लेषण | [Python](6-NLP/3-Translation-Sentiment/README.md) | Stephen | -| 19 | युरोपका रोमान्टिक होटलहरू ♥️ | [प्राकृतिक भाषा प्रशोधन](6-NLP/README.md) | होटल समीक्षाहरू प्रयोग गरी भावना विश्लेषण 1 | [Python](6-NLP/4-Hotel-Reviews-1/README.md) | Stephen | -| 20 | युरोपका रोमान्टिक होटलहरू ♥️ | [प्राकृतिक भाषा प्रशोधन](6-NLP/README.md) | होटल समीक्षाहरू प्रयोग गरी भावना विश्लेषण 2 | [Python](6-NLP/5-Hotel-Reviews-2/README.md) | Stephen | -| 21 | टाइम सिरिज पूर्वानुमानमा परिचय | [टाइम सिरिज](7-TimeSeries/README.md) | टाइम सिरिज पूर्वानुमानमा परिचय | [Python](7-TimeSeries/1-Introduction/README.md) | Francesca | -| 22 | ⚡️ विश्व बिजुली प्रयोग ⚡️ - ARIMA सँग टाइम सिरिज पूर्वानुमान | [टाइम सिरिज](7-TimeSeries/README.md) | ARIMA सँग टाइम सिरिज पूर्वानुमान | [Python](7-TimeSeries/2-ARIMA/README.md) | Francesca | -| 23 | ⚡️ विश्व बिजुली प्रयोग ⚡️ - SVR सँग टाइम सिरिज पूर्वानुमान | [टाइम सिरिज](7-TimeSeries/README.md) | Support Vector Regressor सँग टाइम सिरिज पूर्वानुमान | [Python](7-TimeSeries/3-SVR/README.md) | Anirban | -| 24 | रिइन्फोर्समेन्ट लर्निङमा परिचय | [रिइन्फोर्समेन्ट लर्निङ](8-Reinforcement/README.md) | Q-Learning सँग रिइन्फोर्समेन्ट लर्निङमा परिचय | [Python](8-Reinforcement/1-QLearning/README.md) | Dmitry | -| 25 | पिटरलाई ब्वाँसोबाट बचाउन मद्दत गर्नुहोस्! 🐺 | [रिइन्फोर्समेन्ट लर्निङ](8-Reinforcement/README.md) | रिइन्फोर्समेन्ट लर्निङ जिम | [Python](8-Reinforcement/2-Gym/README.md) | Dmitry | -| Postscript | वास्तविक संसारका ML परिदृश्य र अनुप्रयोगहरू | [वास्तविक संसारमा ML](9-Real-World/README.md) | क्लासिकल ML का रोचक र प्रदर्शन गर्ने वास्तविक संसारका अनुप्रयोगहरू | [पाठ](9-Real-World/1-Applications/README.md) | Team | -| Postscript | RAI ड्यासबोर्ड प्रयोग गरी ML मा मोडेल डिबगिङ | [वास्तविक संसारमा ML](9-Real-World/README.md) | Responsible AI ड्यासबोर्ड कम्पोनेन्टहरू प्रयोग गरी मेशिन लर्निङमा मोडेल डिबगिङ | [पाठ](9-Real-World/2-Debugging-ML-Models/README.md) | Ruth Yakubu | - -> [यस कोर्सका थप सबै स्रोतहरू हाम्रो Microsoft Learn सङ्ग्रहमा फेला पार्नुहोस्](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) +- [पछिल्लो व्याख्यान क्विज](https://ff-quizzes.netlify.app/en/ml/) + +> **भाषा सम्बन्धी एक टिप्पणी**: यी पाठहरू प्रायः Python मा लेखिएका छन्, तर धेरै R मा पनि उपलब्ध छन्। R पाठ पूरा गर्न, `/solution` फोल्डरमा गई R पाठहरू खोज्नुहोस्। यी .rmd विस्तार भएको फाइलहरू हुन्छन् जसले **R Markdown** फाइल जनाउँछ, जुन तपाईंलाई Markdown कागजातमा कोड खण्डहरू (R वा अन्य भाषाहरूका) र YAML हेडर (PDF जस्ता आउटपुटहरू कसरी ढाँचाबद्ध गर्ने भनेर निर्देशन गर्ने) मिश्रण गर्न दिन्छ। यसले डेटा विज्ञानका लागि उत्कृष्ट लेखन ढाँचा हो किनभने यसले तपाईंको कोड, यसको नतिजा र विचारहरूलाई Markdown मा लेख्न अनुमति दिन्छ। साथै, R Markdown दस्तावेजहरूलाई PDF, HTML, वा Word जस्ता विभिन्न आउटपुट स्वरूपमा परिणत गर्न सकिन्छ। +> **क्विजहरूको बारेमा एउटा नोट**: सबै क्विजहरू [Quiz App folder](../../quiz-app) मा समावेश छन्, प्रत्येकमा तीन प्रश्नहरू सहित ५२ कुल क्विजहरू छन्। ती पाठहरूभित्र लिंक गरिएको छ तर क्विज एप्लिकेसन स्थानीय रूपमा चलाउन सकिन्छ; स्थानीय रूपमा होस्ट गर्न वा Azure मा डिप्लोय गर्न `quiz-app` फोल्डरमा रहेको निर्देशनहरू पालना गर्नुहोस्। + +| पाठ संख्या | विषय | पाठ समूह | सिकाइ उद्देश्यहरू | लिंक गरिएको पाठ | लेखक | +| :---------: | :-----------------------------------------------------------: | :------------------------------------------: | ------------------------------------------------------------------------------------------------------------------------------ | :--------------------------------------------------------------------------------------------------------------------------------------: | :------------------------------------------: | +| ०१ | मेशिन लर्निङ परिचय | [परिचय](1-Introduction/README.md) | मेशिन लर्निङका आधारभूत अवधारणाहरू सिक्नुहोस् | [पाठ](1-Introduction/1-intro-to-ML/README.md) | मुहम्मद | +| ०२ | मेशिन लर्निङको इतिहास | [परिचय](1-Introduction/README.md) | यस क्षेत्रको इतिहास सिक्नुहोस् | [पाठ](1-Introduction/2-history-of-ML/README.md) | जेन् र एमी | +| ०३ | न्यायसंगतता र मेशिन लर्निङ | [परिचय](1-Introduction/README.md) | न्यायसंगतता सम्बन्धी महत्वपूर्ण दार्शनिक मुद्दाहरू के हुन्? विद्यार्थीहरूले ML मोडेलहरू निर्माण र लागू गर्दा विचार गर्नुपर्ने कुराहरू के हुन्? | [पाठ](1-Introduction/3-fairness/README.md) | टोमोमी | +| ०४ | मेशिन लर्निङका प्रविधिहरू | [परिचय](1-Introduction/README.md) | ML अनुसन्धानकर्ताहरूले कस्ता प्रविधिहरू प्रयोग गरेर ML मोडेलहरू बनाउँछन्? | [पाठ](1-Introduction/4-techniques-of-ML/README.md) | क्रिस र जेन् | +| ०५ | रिग्रेसन परिचय | [रिग्रेसन](2-Regression/README.md) | रिग्रेसन मोडेलहरूको लागि Python र Scikit-learn प्रयोग गर्न सुरु गर्नुहोस् | [Python](2-Regression/1-Tools/README.md) • [R](../../2-Regression/1-Tools/solution/R/lesson_1.html) | जेन् • एरिक वञ्जाउ | +| ०६ | उत्तर अमेरिकी कद्दू मूल्य 🎃 | [रिग्रेसन](2-Regression/README.md) | ML को तयारीको लागि डेटा दृश्यिकरण र सफा गर्नुहोस् | [Python](2-Regression/2-Data/README.md) • [R](../../2-Regression/2-Data/solution/R/lesson_2.html) | जेन् • एरिक वञ्जाउ | +| ०७ | उत्तर अमेरिकी कद्दू मूल्य 🎃 | [रिग्रेसन](2-Regression/README.md) | रैखिक र बहुपदीय रिग्रेसन मोडेलहरू निर्माण गर्नुहोस् | [Python](2-Regression/3-Linear/README.md) • [R](../../2-Regression/3-Linear/solution/R/lesson_3.html) | जेन् र दमित्रि • एरिक वञ्जाउ | +| ०८ | उत्तर अमेरिकी कद्दू मूल्य 🎃 | [रिग्रेसन](2-Regression/README.md) | एक लगिस्टिक रिग्रेसन मोडेल बनाउनुहोस् | [Python](2-Regression/4-Logistic/README.md) • [R](../../2-Regression/4-Logistic/solution/R/lesson_4.html) | जेन् • एरिक वञ्जाउ | +| ०९ | एउटा वेब एप 🔌 | [वेब एप](3-Web-App/README.md) | आफ्नो प्रशिक्षित मोडेल प्रयोग गर्न वेब एप बनाउनुहोस् | [Python](3-Web-App/1-Web-App/README.md) | जेन् | +| १० | वर्गीकरण परिचय | [वर्गीकरण](4-Classification/README.md) | आफ्नो डेटा सफा, तयारी र दृश्यिकरण गर्नुहोस्; वर्गीकरण परिचय | [Python](4-Classification/1-Introduction/README.md) • [R](../../4-Classification/1-Introduction/solution/R/lesson_10.html) | जेन् र क्यासी • एरिक वञ्जाउ | +| ११ | स्वादिष्ट एसियन र भारतीय परिकार 🍜 | [वर्गीकरण](4-Classification/README.md) | वर्गीकरणकर्ताहरू परिचय | [Python](4-Classification/2-Classifiers-1/README.md) • [R](../../4-Classification/2-Classifiers-1/solution/R/lesson_11.html) | जेन् र क्यासी • एरिक वञ्जाउ | +| १२ | स्वादिष्ट एसियन र भारतीय परिकार 🍜 | [वर्गीकरण](4-Classification/README.md) | थप वर्गीकरणकर्ताहरू | [Python](4-Classification/3-Classifiers-2/README.md) • [R](../../4-Classification/3-Classifiers-2/solution/R/lesson_12.html) | जेन् र क्यासी • एरिक वञ्जाउ | +| १३ | स्वादिष्ट एसियन र भारतीय परिकार 🍜 | [वर्गीकरण](4-Classification/README.md) | आफ्नो मोडेल प्रयोग गरेर सिफारिस गर्ने वेब एप बनाउनुहोस् | [Python](4-Classification/4-Applied/README.md) | जेन् | +| १४ | क्लस्टरिङ परिचय | [क्लस्टरिङ](5-Clustering/README.md) | आफ्नो डेटा सफा, तयारी र दृश्यिकरण गर्नुहोस्; क्लस्टरिङ परिचय | [Python](5-Clustering/1-Visualize/README.md) • [R](../../5-Clustering/1-Visualize/solution/R/lesson_14.html) | जेन् • एरिक वञ्जाउ | +| १५ | नाइजेरियन संगीत रुचि अन्वेषण 🎧 | [क्लस्टरिङ](5-Clustering/README.md) | K-मीन्स क्लस्टरिङ विधि अन्वेषण गर्नुहोस् | [Python](5-Clustering/2-K-Means/README.md) • [R](../../5-Clustering/2-K-Means/solution/R/lesson_15.html) | जेन् • एरिक वञ्जाउ | +| १६ | प्राकृतिक भाषा प्रक्रिया परिचय ☕️ | [प्राकृतिक भाषा प्रक्रिया](6-NLP/README.md) | एक साधारण बोट निर्माण गरेर NLP का आधारभूत कुरा सिक्नुहोस् | [Python](6-NLP/1-Introduction-to-NLP/README.md) | स्टेफेन | +| १७ | सामान्य NLP कार्यहरू ☕️ | [प्राकृतिक भाषा प्रक्रिया](6-NLP/README.md) | भाषा संरचनासँग सम्बन्धित सामान्य कार्यहरू बुझेर आफ्नो NLP ज्ञान गहिरो बनाउनुहोस् | [Python](6-NLP/2-Tasks/README.md) | स्टेफेन | +| १८ | अनुवाद र भावना विश्लेषण ♥️ | [प्राकृतिक भाषा प्रक्रिया](6-NLP/README.md) | जेन ऑस्टेनसँग अनुवाद र भावना विश्लेषण | [Python](6-NLP/3-Translation-Sentiment/README.md) | स्टेफेन | +| १९ | युरोपका रोमान्टिक होटलहरू ♥️ | [प्राकृतिक भाषा प्रक्रिया](6-NLP/README.md) | होटल समीक्षासँग भावना विश्लेषण १ | [Python](6-NLP/4-Hotel-Reviews-1/README.md) | स्टेफेन | +| २० | युरोपका रोमान्टिक होटलहरू ♥️ | [प्राकृतिक भाषा प्रक्रिया](6-NLP/README.md) | होटल समीक्षासँग भावना विश्लेषण २ | [Python](6-NLP/5-Hotel-Reviews-2/README.md) | स्टेफेन | +| २१ | समय श्रृंखला पूर्वानुमान परिचय | [समय श्रृंखला](7-TimeSeries/README.md) | समय श्रृंखला पूर्वानुमान परिचय | [Python](7-TimeSeries/1-Introduction/README.md) | फ्रान्सेस्का | +| २२ | ⚡️ विश्व शक्ति उपयोग ⚡️ - ARIMA द्वारा समय श्रृंखला पूर्वानुमान | [समय श्रृंखला](7-TimeSeries/README.md) | ARIMA द्वारा समय श्रृंखला पूर्वानुमान | [Python](7-TimeSeries/2-ARIMA/README.md) | फ्रान्सेस्का | +| २३ | ⚡️ विश्व शक्ति उपयोग ⚡️ - SVR द्वारा समय श्रृंखला पूर्वानुमान | [समय श्रृंखला](7-TimeSeries/README.md) | सपोर्ट भेक्टर रिग्रेसर संग समय श्रृंखला पूर्वानुमान | [Python](7-TimeSeries/3-SVR/README.md) | अनिर्बान | +| २४ | पुनर्बलन सिकाइ परिचय | [पुनर्बलन सिकाइ](8-Reinforcement/README.md) | Q-सीखाइ प्रयोग गरेर पुनर्बलन सिकाइ परिचय | [Python](8-Reinforcement/1-QLearning/README.md) | दमित्रि | +| २५ | पिटरलाई ब्वाँसोबाट बचाउनुहोस्! 🐺 | [पुनर्बलन सिकाइ](8-Reinforcement/README.md) | पुनर्बलन सिकाइ जिम | [Python](8-Reinforcement/2-Gym/README.md) | दमित्रि | +| पोस्टस्क्रिप्ट | वास्तविक संसारको ML परिदृश्य र अनुप्रयोगहरू | [जंगलीमा ML](9-Real-World/README.md) | क्लासिक ML का रोचक र प्रकट गर्ने वास्तविक संसारका अनुप्रयोगहरू | [पाठ](9-Real-World/1-Applications/README.md) | टोली | +| पोस्टस्क्रिप्ट | RAI ड्यासबोर्ड प्रयोग गरेर ML मा मोडेल डिबगिङ | [जंगलीमा ML](9-Real-World/README.md) | जिम्मेवार AI ड्यासबोर्ड कम्पोनेन्टहरू प्रयोग गरेर मेशिन लर्निङमा मोडेल डिबगिङ | [पाठ](9-Real-World/2-Debugging-ML-Models/README.md) | रुथ याकुबु | + +> [यस कोर्सका सबै अतिरिक्त स्रोतहरू हामी Microsoft Learn संकलनमा फेला पार्नुहोस्](https://learn.microsoft.com/en-us/collections/qrqzamz1nn2wx3?WT.mc_id=academic-77952-bethanycheum) ## अफलाइन पहुँच -You can run this documentation offline by using [Docsify](https://docsify.js.org/#/). Fork this repo, [install Docsify](https://docsify.js.org/#/quickstart) on your local machine, and then in the root folder of this repo, type `docsify serve`. The website will be served on port 3000 on your localhost: `localhost:3000`. +तपाईं [Docsify](https://docsify.js.org/#/) प्रयोग गरेर यो दस्तावेजीकरण अफलाइन चलाउन सक्नुहुन्छ। यो रिपो फोर्क गर्नुहोस्, आफ्नो स्थानीय मेसिनमा [Docsify स्थापना गर्नुहोस्](https://docsify.js.org/#/quickstart), र त्यसपछि यो रिपोको रुट फोल्डरमा `docsify serve` टाइप गर्नुहोस्। वेबसाइट तपाईंको लोकलहोस्टमा पोर्ट 3000 मा सेवा हुनेछ: `localhost:3000`। ## PDFहरू -लिङ्कहरूसहितको पाठ्यक्रमको PDF [यहाँ](https://microsoft.github.io/ML-For-Beginners/pdf/readme.pdf) फेला पार्नुहोस्। - +पाठ्यक्रमको PDF लिंकसहित [यहाँ](https://microsoft.github.io/ML-For-Beginners/pdf/readme.pdf) फेला पार्नुहोस्। -## 🎒 अन्य पाठ्यक्रमहरू +## 🎒 अन्य कोर्सहरू -हाम्रो टोलीले अन्य पाठ्यक्रमहरू उत्पादन गर्छ! हेर्नुहोस्: +हाम्रो टोलीले अन्य कोर्सहरू पनि निकाल्छ! हेरौं: ### LangChain -[![LangChain4j (शुरुआतीहरूको लागि)](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js (शुरुआतीहरूको लागि)](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agents -[![AZD (शुरुआतीहरूको लागि)](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI (शुरुआतीहरूको लागि)](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP (शुरुआतीहरूको लागि)](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents (शुरुआतीहरूको लागि)](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### जनरेटिभ AI श्रृंखला -[![Generative AI (शुरुआतीहरूको लागि)](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![जनरेटिभ एआई (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![जनरेटिभ एआई (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Generative AI Series +[![शुरुआतीहरूको लागि जेनेरेटिभ एआई](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![जेनेरेटिभ एआई (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![जेनेरेटिभ एआई (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![जेनेरेटिभ एआई (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### मुख्य सिकाइ -[![शुरुआतीहरूको लागि ML](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +### मूल सिकाइ +[![शुरुआतीहरूको लागि एमएल](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![शुरुआतीहरूको लागि डेटा विज्ञान](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![शुरुआतीहरूको लागि एआई](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![शुरुआतीहरूको लागि साइबरसुरक्षा](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) @@ -199,25 +190,25 @@ You can run this documentation offline by using [Docsify](https://docsify.js.org --- -### Copilot श्रृंखला -[![AI जोडी प्रोग्रामिङका लागि Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![C#/.NET का लागि Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot साहसिक](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### कापायलट श्रृंखला +[![एआई जोडी प्रोग्रामिङका लागि कापायलट](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET का लागि कापायलट](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![कापायलट साहसिक यात्रा](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## मद्दत पाउनुहोस् +## सहयोग पाउने तरिका -यदि तपाईं अड्किनुहुन्छ वा AI एपहरू निर्माण गर्दा कुनै प्रश्नहरू छन् भने। MCP सम्बन्धी छलफलहरूमा सहपाठी सिक्नेहरू र अनुभवी विकासकर्ताहरूमा सामेल हुनुहोस्। यो एक सहयोगी समुदाय हो जहाँ प्रश्नहरू स्वागतयोग्य छन् र ज्ञान स्वतन्त्र रूपमा साझा गरिन्छ। +यदि तपाईं अड्कनु भयो वा एआई एपहरू निर्माण गर्ने सम्बन्धमा कुनै प्रश्न छ भने। अहिलेका सिक्नेहरू र अनुभवी विकासकर्ताहरू सँग MCP सम्बन्धी छलफलमा सामेल हुनुहोस्। यो एक सहायक समुदाय हो जहाँ प्रश्नहरू स्वागतयोग्य छन् र ज्ञान स्वतन्त्र रूपमा साझा गरिन्छ। [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -यदि तपाईंको उत्पादन सम्बन्धी प्रतिक्रिया वा निर्माणको क्रममा त्रुटिहरू छन् भने भ्रमण गर्नुहोस्: +यदि तपाईंलाई उत्पादन सम्बन्धी प्रतिक्रिया वा त्रुटिहरू छन् भने निम्न ठाउँमा जानुहोस्: -[![Microsoft Foundry विकासकर्ता फोरम](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -अस्वीकरण: -यो दस्तावेज AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) प्रयोग गरेर अनुवाद गरिएको हो। हामी सटीकताको लागि प्रयासरत छौं, तर कृपया ध्यान दिनुहोस् कि स्वचालित अनुवादमा त्रुटि वा अशुद्धता हुनसक्छ। मूल दस्तावेजलाई यसको मातृभाषामा नै अधिकारिक स्रोत मान्नुपर्छ। महत्वपूर्ण जानकारीको लागि, व्यावसायिक मानव अनुवाद सिफारिस गरिन्छ। यस अनुवादको प्रयोगबाट उत्पन्न हुने कुनै पनि गलतफहमी वा गलत व्याख्याका लागि हामी जिम्मेवार छैनौं। +**अस्वीकरण**: +यो कागजात [Co-op Translator](https://github.com/Azure/co-op-translator) नामक एआई अनुवाद सेवाको प्रयोगले अनुवाद गरिएको हो। हामी शुद्धताका लागि प्रयास गरिरहेको भए तापनि, कृत्रिम अनुवादमा त्रुटि वा अशुद्धता हुनसक्छ भनेर कृपया अवगत हुनुहोस्। मूल कागजातलाई त्यसको मूल भाषामा आधिकारिक स्रोतको रूपमा मानिनु पर्दछ। महत्वपूर्ण जानकारीको लागि व्यावसायिक मानिस अनुवाद सिफारिस गरिन्छ। यो अनुवादको प्रयोगबाट उत्पन्न हुने कुनै पनि गलत बुझाइ वा गलत व्याख्याका लागि हामी जिम्मेवार छैनौं। \ No newline at end of file