Advanced Probability and Statistical Methods
Completed by Elin Malikzade
June 16, 2025
47 hours (approximately)
Elin Malikzade'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 Hypothesis Testing
- Category: Statistical Methods
- Category: Markov Model
- Category: Statistical Analysis
- Category: Probability & Statistics
- Category: Statistical Software
- Category: Regression Analysis
- Category: Statistical Inference
- Category: Statistics
