Advanced Probability and Statistical Methods
Completed by Aikaterini Georgiadi
June 11, 2025
47 hours (approximately)
Aikaterini Georgiadi'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: Regression Analysis
- Category: Statistical Hypothesis Testing
- Category: Correlation Analysis
- Category: Probability
- Category: Statistical Analysis
- Category: Probability & Statistics
- Category: Statistical Programming
- Category: Statistical Software
- Category: Statistics
- Category: Data Analysis
- Category: R Programming
- Category: Statistical Modeling
