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Part 2: Learning Machine Learning by Coding
Curriculum
3 Sections
18 Lessons
10 Weeks
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Chapter 4: Working with Google Colab
9
1.1
Defining Google Colab
10 mins
1.2
Getting a Google Account
10 mins
1.3
Working with Notebooks
10 mins
1.4
Performing Common Tasks
10 mins
1.5
Using Hardware Acceleration
10 mins
1.6
Viewing Your Notebook
10 mins
1.7
Executing the Code
10 mins
1.8
Sharing Your Notebook
10 mins
1.9
Getting Help
10 mins
Chapter 5: Understanding the Tools of the Trade
5
2.1
Understanding Hardware Options
10 mins
2.2
Putting Secrets in a Safe Place
10 mins
2.3
Using Magic Functions
10 mins
2.4
Performing Multimedia Integration
10 mins
2.5
Downloading the Datasets and Code
10 mins
Chapter 6: Getting Beyond Basic Coding in Python
4
3.1
Defining the Basics You Should Know
10 mins
3.2
Storing Data Using Sets, Lists, and Tuples
10 mins
3.3
Indexing Data Using Dictionaries
10 mins
3.4
Understanding the Basics of Classes
10 mins
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