Fundamentals
Statistics and Probability
Understand the foundational concepts of statistics and probability, essential for data science. Explore descriptive statistics, probability theory, distributions, hypothesis testing, and more.
Start here
Use these selected lessons as a route into the full topic.
Introduction to Statistics and Probability
Start with the fundamental concepts used in data science and machine learning.
Read the introductionDescriptive Statistics
Learn measures of central tendency, dispersion, skewness, and kurtosis.
Explore descriptive statisticsProbability Theory Basics
Learn about events, conditional probability, and Bayes’ theorem.
Study probability basics