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All Programs
Computers
Data Science
Getting Started with Data Science and Python
Curriculum
4 Sections
23 Lessons
10 Weeks
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Chapter 1: Discovering the Match between Data Science and Python
10
1.1
Understanding Python as a Language
1.2
Quiz for Understanding Python as a Language
5 Questions
1.3
Defining Data Science
1.4
Quiz for Defining Data Science
6 Questions
1.5
Creating the Data Science Pipeline
1.6
Quiz for Creating the Data Science Pipeline
5 Questions
1.7
Understanding Python’s Role in Data Science
1.8
Quiz for Understanding Python’s Role in Data Science
5 Questions
1.9
Learning to Use Python Fast
1.10
Quiz for Learning to Use Python Fast
6 Questions
Chapter 2: Introducing Python’s Capabilities and Wonders
10
2.1
Working with Python
2.2
Quiz for Working with Python
6 Questions
2.3
Performing Rapid Prototyping and Experimentation
2.4
Quiz for Performing Rapid Prototyping and Experimentation
6 Questions
2.5
Considering Speed of Execution
2.6
Quiz for Considering Speed of Execution
5 Questions
2.7
Visualizing Power
2.8
Quiz for Visualizing Power
5 Questions
2.9
Using the Python Ecosystem for Data Science
2.10
Quiz for Using the Python Ecosystem for Data Science
7 Questions
Chapter 3: Setting Up Python for Data Science
10
3.1
Working with Anaconda
3.2
Quiz for Working with Anaconda
7 Questions
3.3
Installing Anaconda on Windows
3.4
Quiz for Installing Anaconda on Windows
6 Questions
3.5
Installing Anaconda on Linux
3.6
Quiz for Installing Anaconda on Linux
6 Questions
3.7
Installing Anaconda on Mac OS X
3.8
Quiz for Installing Anaconda on Mac OS X
5 Questions
3.9
Downloading the Datasets and Example Code
3.10
Quiz for Downloading the Datasets and Example Code
8 Questions
Chapter 4: Working with Google Colab
16
4.1
Defining Google Colab
4.2
Quiz for Defining Google Colab
7 Questions
4.3
Working with Notebooks
4.4
Quiz for Working with Notebooks
7 Questions
4.5
Performing Common Tasks
4.6
Quiz for Performing Common Tasks
7 Questions
4.7
Using Hardware Acceleration
4.8
Quiz for Using Hardware Acceleration
6 Questions
4.9
Executing the Code
4.10
Quiz for Executing the Code
5 Questions
4.11
Viewing Your Notebook
4.12
Quiz for Viewing Your Notebook
5 Questions
4.13
Sharing Your Notebook
4.14
Quiz for Sharing Your Notebook
5 Questions
4.15
Getting Help
4.16
Quiz for Getting Help
5 Questions
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