Modern Python LiveLessons: Big Ideas and Little Code in Python

Introduction Lesson 1: Building Foundational Python Skills for Data Analytics Lesson 1 covers the Python tools commonly used for data analysis. Lesson 2: Analyzing Data Using Simulations and Resampling In Lesson 2 we apply the Python data analysis tools to building simulations and computing statistics. The techniques for resampling statistics are both powerful and easy to learn. They express big ideas with very little code. Lesson 3: Improving Reliability with MyPy and Typing Hinting In the first half of Lesson 3, we wade deeper into Python's tools for organizing and analyzing data.