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57 lines
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57 lines
2.5 KiB
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- Introduction
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- [Introduction to Machine Learning](../1-Introduction/1-intro-to-ML/README.md)
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- [History of Machine Learning](../1-Introduction/2-history-of-ML/README.md)
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- [ML and Fairness](../1-Introduction/3-fairness/README.md)
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- [Techniques of ML](../1-Introduction/4-techniques-of-ML/README.md)
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- Regression
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- [Tools of the Trade](../2-Regression/1-Tools/README.md)
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- [Data](../2-Regression/2-Data/README.md)
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- [Linear Regression](../2-Regression/3-Linear/README.md)
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- [Logistic Regression](../2-Regression/4-Logistic/README.md)
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- Build a Web App
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- [Web App](../3-Web-App/1-Web-App/README.md)
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- Classification
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- [Introduction to Classification](../4-Classification/1-Introduction/README.md)
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- [Classifiers 1](../4-Classification/2-Classifiers-1/README.md)
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- [Classifiers 2](../4-Classification/3-Classifiers-2/README.md)
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- [Applied ML](../4-Classification/4-Applied/README.md)
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- Clustering
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- [Visualize Your Data](../5-Clustering/1-Visualize/README.md)
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- [K-Means](../5-Clustering/2-K-Means/README.md)
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- NLP
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- [Introduction to NLP](../6-NLP/1-Introduction-to-NLP/README.md)
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- [NLP Tasks](../6-NLP/2-Tasks/README.md)
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- [Translation and Sentiment](../6-NLP/3-Translation-Sentiment/README.md)
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- [Hotel Reviews 1](../6-NLP/4-Hotel-Reviews-1/README.md)
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- [Hotel Reviews 2](../6-NLP/5-Hotel-Reviews-2/README.md)
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- Time Series Forecasting
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- [Introduction to Time Series Forecasting](../7-TimeSeries/1-Introduction/README.md)
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- [ARIMA](../7-TimeSeries/2-ARIMA/README.md)
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- [SVR](../7-TimeSeries/3-SVR/README.md)
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- Reinforcement Learning
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- [Q-Learning](../8-Reinforcement/1-QLearning/README.md)
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- [Gym](../8-Reinforcement/2-Gym/README.md)
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- Real World ML
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- [Applications](../9-Real-World/1-Applications/README.md)
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---
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**Disclaimer**:
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This document has been translated using the AI translation service [Co-op Translator](https://github.com/Azure/co-op-translator). While we strive for accuracy, please note that automated translations may contain errors or inaccuracies. The original document in its native language should be regarded as the authoritative source. For critical information, professional human translation is recommended. We are not responsible for any misunderstandings or misinterpretations resulting from the use of this translation. |