Advanced Probability and Statistical Methods
Completed by LUIS IGNACIO PULIDO RUIZ
September 1, 2025
47 hours (approximately)
LUIS IGNACIO PULIDO RUIZ'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: Correlation Analysis
- Category: Statistics
- Category: Probability & Statistics
- Category: Statistical Programming
- Category: Data Analysis
- Category: R Programming
- Category: Data Science
- Category: Statistical Analysis
- Category: Markov Model
- Category: Statistical Software
- Category: Statistical Inference
