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Introduction
Syllabus
Contents
Class 0: Background and Basic Syntax
Class 1: More Syntax and The Python Stack
Class 2: Virtual Environments and Object-oriented Programming (OOP)
Class 3: More OOP and Exception Handling
Class 4: The Scientific Stack - Part I:
numpy
Class 5: The Scientific Stack - Part II:
matplotlib
and
pandas
Class 6: Advanced
pandas
Class 7: More
pandas
, Visualizations,
xarray
and Modeling
Class 8a: Testing, Test-Driven Development
Class 9: Advanced and Performant Python
Class 10: Introduction to Machine Learning
Class 11: Git and More Python Libraries
Tutorials
General Setup
Create a Git Repository
Creating and Publishing a Python Library
Resources
Index
