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DATA SCIENCE AND MACHINE LEARNING I: ENVIRONMENT SETUP (~10 hours)
Welcome
Welcome!
What is Data Science?
Installation
Why Python?
Introduction do Data Science Environments (IDEs)
Anaconda Distribution
Install Anaconda: Tutorial
Introduction to JupyterLab
JupyterLab: Tutorial
JupyterLab Extensions
JupyterLab Extensions: Tutorial
JupyterLab Extensions: Exercise
Installation: Feedback
The Command Line and BASH
Outline
The Command Line
The Command Line in Data Science
BASH
BASH: Tutorial
BASH Introduction for Data Science: Tutorial
BASH: Exercise
The Command Line and BASH: Quiz
The Command Line and BASH: Feedback
Virtual Environments
Virtual Environments
Environmental Variables
Virtual Environments: Tutorial
Virtual Environments: Quiz
Virtual Environments: Exercise
Virtual Environments: Feedback
Good-bye (or See You Again Soon?)
Conclusion + Final Feedback
Teach online with
BASH: Tutorial
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