Statistics for Data Analysts

A complete statistics course for data analysts: descriptive statistics, probability, distributions, confidence intervals, and hypothesis testing with real examples and Python code.

Statistics Data Analysis Probability Hypothesis Testing beginner

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Chapter 1: Foundations of Statistics

What is Statistics and Why It Matters Quiz

Types of Data and Measurement Scales Quiz

Populations, Samples and Sampling Methods Quiz

Chapter 2: Descriptive Statistics

Measures of Central Tendency Quiz

Measures of Spread Quiz

Visualizing Data Quiz

Chapter 3: Probability and Distributions

Probability Basics Quiz

The Normal Distribution and Z-Scores Quiz

Sampling Distributions and the Central Limit Theorem Quiz

Chapter 4: Inferential Statistics

Confidence Intervals Quiz

Hypothesis Testing and p-Values Quiz

Correlation and Regression Quiz