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Statistical Thinking in Python (Part 1)
Build the foundation you need to think statistically and to speak the language of your data.
Statistical Thinking in Python (Part 2)
Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis testing.
Introduction to Linear Modeling in Python
Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.
Statistical Simulation in Python
Learn to solve increasingly complex problems using simulations to generate and analyze data.
Case Studies in Statistical Thinking
Take vital steps towards mastery as you apply your statistical thinking skills to real-world data sets and extract actionable insights from them.