The Basics

Introduction

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Variables and Expressions

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Control Flow: Loops and Conditionals

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Functions

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Sequence-based datatypes 1: Lists and Tuples

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Sequence-based datatypes 2: Sets

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Sequence-based datatypes 3: Dictionaries

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Specific Topics

Regular Expressions

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File Handling

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Ideas from Functional Programming

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Testing

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Object-Oriented Programming

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Design Patterns

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Package-Specific Overviews

NumPy and Matplotlib

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Networkx

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Requests and BeautifulSoup

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Miscellaneous Topics

Documentation and Version Control

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Data Visualization Principles

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Automated Grading of Programming Assignments

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Coding Style and Text Editors

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Debugging Principles

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