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All Programs
Computers
Data Science
Getting Started with Data Science and Python
Getting Started with Data Science and Python
Curriculum
4 Sections
23 Lessons
Lifetime
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Chapter 1: Discovering the Match between Data Science and Python
10
1.1
Understanding Python as a Language
1.1
Quiz for Understanding Python as a Language
5 Questions
1.2
Defining Data Science
1.2
Quiz for Defining Data Science
6 Questions
1.3
Creating the Data Science Pipeline
1.3
Quiz for Creating the Data Science Pipeline
5 Questions
1.4
Understanding Python’s Role in Data Science
1.4
Quiz for Understanding Python’s Role in Data Science
5 Questions
1.5
Learning to Use Python Fast
1.5
Quiz for Learning to Use Python Fast
6 Questions
Chapter 2: Introducing Python’s Capabilities and Wonders
10
2.1
Working with Python
2.1
Quiz for Working with Python
6 Questions
2.2
Performing Rapid Prototyping and Experimentation
2.2
Quiz for Performing Rapid Prototyping and Experimentation
6 Questions
2.3
Considering Speed of Execution
2.3
Quiz for Considering Speed of Execution
5 Questions
2.4
Visualizing Power
2.4
Quiz for Visualizing Power
5 Questions
2.5
Using the Python Ecosystem for Data Science
2.5
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
3.1
Quiz for Working with Anaconda
7 Questions
3.2
Installing Anaconda on Windows
3.2
Quiz for Installing Anaconda on Windows
6 Questions
3.3
Installing Anaconda on Linux
3.3
Quiz for Installing Anaconda on Linux
6 Questions
3.4
Installing Anaconda on Mac OS X
3.4
Quiz for Installing Anaconda on Mac OS X
5 Questions
3.5
Downloading the Datasets and Example Code
3.5
Quiz for Downloading the Datasets and Example Code
8 Questions
Chapter 4: Working with Google Colab
16
4.1
Defining Google Colab
4.1
Quiz for Defining Google Colab
7 Questions
4.2
Working with Notebooks
4.2
Quiz for Working with Notebooks
7 Questions
4.3
Performing Common Tasks
4.3
Quiz for Performing Common Tasks
7 Questions
4.4
Using Hardware Acceleration
4.4
Quiz for Using Hardware Acceleration
6 Questions
4.5
Executing the Code
4.5
Quiz for Executing the Code
5 Questions
4.6
Viewing Your Notebook
4.6
Quiz for Viewing Your Notebook
5 Questions
4.7
Sharing Your Notebook
4.7
Quiz for Sharing Your Notebook
5 Questions
4.8
Getting Help
4.8
Quiz for Getting Help
5 Questions
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