Advanced Probability and Statistical Methods
Completed by Ximeng Wang
November 15, 2025
47 hours (approximately)
Ximeng Wang's account is verified. Coursera certifies their successful completion of Advanced Probability and Statistical Methods
What you will learn
Learn to analyze relationships between random variables through joint probability distributions and independence concepts.
Understand how to calculate and interpret expected values, variances, and correlations for random variables.
Acquire essential skills in conducting statistical tests, including T-tests and confidence intervals, for data analysis.
Explore the principles of Markov chains and their applications in modeling systems with memoryless properties and calculating entropy.
Skills you will gain
- Category: Probability Distribution
- Category: Probability
- Category: Statistical Modeling
- Category: Statistical Methods
- Category: Data Science
- Category: Statistical Analysis
- Category: Statistics
- Category: Markov Model
- Category: Probability & Statistics
- Category: Statistical Hypothesis Testing
- Category: Data Analysis
- Category: R Programming
