Probability and statistics are fundamental disciplines in mathematics, essential for various fields such as data science, engineering, and social sciences. This page provides an overview of some popular probability and statistics courses available on our website.
Course List
Introduction to Probability Theory
- A comprehensive introduction to the basic concepts of probability theory, including probability spaces, random variables, and probability distributions.
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Statistics for Data Science
- This course covers essential statistical techniques for data analysis, including descriptive statistics, inferential statistics, and hypothesis testing.
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Bayesian Statistics
- Explore the principles and applications of Bayesian statistics, a framework for statistical inference that uses Bayes' theorem to update the probability for a hypothesis as more evidence or information becomes available.
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Mathematical Statistics
- A rigorous and comprehensive course covering the theoretical foundations of statistics, including probability theory, estimation theory, and hypothesis testing.
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Related Resources
Probability Theory
Bayesian Statistics
Mathematical Statistics