Welcome to the Introduction to Probability course! This course is designed to provide a comprehensive understanding of the fundamental concepts and applications of probability theory.
Course Outline
Basics of Probability
- Sample Spaces
- Events
- Probability Measures
Discrete Probability Distributions
- Bernoulli Trials
- Binomial Distribution
- Poisson Distribution
Continuous Probability Distributions
- Uniform Distribution
- Normal Distribution
- Exponential Distribution
Joint, Conditional, and Independent Events
- Joint Probability
- Conditional Probability
- Independence
Applications of Probability
- Statistics
- Machine Learning
- Finance
Course Resources
- Textbook: "Probability and Statistics" by Morris H. DeGroot
- Online Tutorials: Probability Tutorials
Probability Theory
If you have any questions or need further clarification, please feel free to contact us.