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Contents

Introduction to Python

This first part of the course provides a relatively fast-paced introduction to the Python programming language

Lectures

• About Python
  • Overview
  • What’s Python?
  • Scientific Programming
  • Learn More
• Setting up Your Python Environment
  • Overview
  • Anaconda
  • Jupyter Notebooks
  • Installing Libraries
  • Working with Python Files
  • Exercises
• An Introductory Example
  • Overview
  • The Task: Plotting a White Noise Process
  • Version 1
  • Alternative Implementations
  • Another Application
  • Exercises
  • Solutions
• Functions
  • Overview
  • Function Basics
  • Defining Functions
  • Applications
  • Exercises
  • Solutions
• Python Essentials
  • Overview
  • Data Types
  • Input and Output
  • Iterating
  • Comparisons and Logical Operators
  • More Functions
  • Coding Style and PEP8
  • Exercises
  • Solutions
• OOP I: Introduction to Object Oriented Programming
  • Overview
  • Objects
  • Summary
• OOP II: Building Classes
  • Overview
  • OOP Review
  • Defining Your Own Classes
  • Special Methods
  • Exercises
  • Solutions

About Lectures About Python