I will only cover new materials for me, since I had taken related Statistics course previously.

Last case study from Introduction to Data Analysis – Simpson’s Paradox

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Table of contents

• Probability Theory
• Binomial Distribution
• Conditional Probability
• Bayes Rule
• Python Probability Practice
• Normal Distribution Theory
• Sampling Distributions and Central Limit Theorem
• Confidence Intervals
• Hypothesis Testing