ds in cloud intro quiz

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Jasmine 3 years ago
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# Data Science in the Cloud: in progress
# Introduction to Data Science in the Cloud
|![ Sketchnote by [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/17-DataScience-Cloud.png)|
|:---:|
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In this lesson, you will learn the fundamental principles of the Cloud, then you will see why it can be interesting for you to use Cloud services to run your data science projects and we'll look at some examples of data science projects run in the Cloud.
## Pre-Lecture Quiz
[Pre-lecture quiz]()
## [Pre-Lecture Quiz](https://red-water-0103e7a0f.azurestaticapps.net/quiz/32)
## What is the Cloud?

@ -27,26 +27,8 @@ Table of contents:
- [Post-Lecture Quiz](#post-lecture-quiz)
- [Review & Self Study](#review--self-study)
- [Assignment](#assignment)
## Pre-Lecture Quiz
[Pre-lecture quiz]()
1. What is the cloud computing?
1. Delivery of computing services over the internet.
2. Setting up your own datacenter.
3. Using the internet.
2. What is the cloud?
1. A collection of Databases for storing big data.
2. TRUE : A collection of pay-as-you-go computing services over the internet.
3. A visible mass of particles suspended in the air.
3. What are some advantages of the cloud?
1. TRUE : Flexibility, Scalability, Reliability, Security
2. Flexibility, Scalability, Reliability, Variability
3. Clarity, Scalability, Reliability, Variability
4. Which one is not necessarily a good reason for choosing the cloud?
1. Using Machine Learning and data intelligence services
2. Processing large amounts of data
3. TRUE : Storing sensitive/confidential governmental data
## [Pre-Lecture quiz]()
## 1. Introduction
### 1.1 What is Azure Machine Learning?
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> **_NOTE:_** Once you are done with the project, don't forget to delete all the resources.
## 🚀 Challenge
Look closely at the model explainations and details that AutoML generated for the top models. Try to understand why the best model is better than the other ones. What algorithms were compared? What are the differences between them? Why is the best one performing better in this case?
Look closely at the model explanations and details that AutoML generated for the top models. Try to understand why the best model is better than the other ones. What algorithms were compared? What are the differences between them? Why is the best one performing better in this case?
## Post-Lecture Quiz

@ -9,49 +9,53 @@
"title": "Data Science in the Cloud - Introduction - Pre-Quiz",
"quiz": [
{
"questionText": "quiz 2 question 2",
"questionText": "What is the cloud?",
"answerOptions": [
{
"answerText": "True",
"answerText": "A collection of databases for storing big data.",
"isCorrect": "false"
},
{
"answerText": "A collection of pay-as-you-go computing services over the internet.",
"isCorrect": "true"
},
{
"answerText": "False",
"answerText": "A visible mass of particles suspended in the air.",
"isCorrect": "false"
}
]
},
{
"questionText": "q2",
"questionText": "What is cloud computing?",
"answerOptions": [
{
"answerText": "classical ML was invented first",
"isCorrect": "false"
"answerText": "Delivery of computing services over the internet.",
"isCorrect": "true"
},
{
"answerText": "the use of neural networks",
"isCorrect": "true"
"answerText": "Setting up your own datacenter.",
"isCorrect": "false"
},
{
"answerText": "deep learning is used in robots",
"answerText": "Using the internet.",
"isCorrect": "false"
}
]
},
{
"questionText": "q3",
"questionText": "What are some advantages of the cloud?",
"answerOptions": [
{
"answerText": "to automate the solving of multi-dimensional problems",
"isCorrect": "false"
"answerText": "Flexibility, scalability, reliability, security",
"isCorrect": "true"
},
{
"answerText": "to customize a shopping experience based on the type of customer",
"answerText": "Flexibility, scalability, variability, security",
"isCorrect": "false"
},
{
"answerText": "both of the above",
"isCorrect": "true"
"answerText": "Clarity, scalability, reliability, variability",
"isCorrect": "false"
}
]
}
@ -62,48 +66,52 @@
"title": "Data Science in the Cloud - Introduction - Post-Quiz",
"quiz": [
{
"questionText": "quiz 2 question 2",
"questionText": "Which one is NOT necessarily a good reason for choosing the cloud?",
"answerOptions": [
{
"answerText": "True",
"isCorrect": "true"
"answerText": "Using Machine Learning and data intelligence services",
"isCorrect": "false"
},
{
"answerText": "Processing large amounts of data",
"isCorrect": "false"
},
{
"answerText": "False",
"answerText": "Storing sensitive/confidential governmental data",
"isCorrect": "false"
}
]
},
{
"questionText": "q2",
"questionText": "In which way(s) do data scientists use the cloud?",
"answerOptions": [
{
"answerText": "classical ML was invented first",
"answerText": "Infrastructure tasks",
"isCorrect": "false"
},
{
"answerText": "the use of neural networks",
"answerText": "Storing large amounts of data",
"isCorrect": "true"
},
{
"answerText": "deep learning is used in robots",
"answerText": "Configuring networking options",
"isCorrect": "false"
}
]
},
{
"questionText": "q3",
"questionText": "Which cloud computing service provides access to software applications without the need to maintain the software?",
"answerOptions": [
{
"answerText": "to automate the solving of multi-dimensional problems",
"answerText": "Infrastructure as a Service",
"isCorrect": "false"
},
{
"answerText": "to customize a shopping experience based on the type of customer",
"answerText": "Platform as a Service",
"isCorrect": "false"
},
{
"answerText": "both of the above",
"answerText": "Software as a Service",
"isCorrect": "true"
}
]

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