Statistical Estimation for Data Science and AI
Completed by Daniel Bustamante Ponce de Leon
October 25, 2025
29 hours (approximately)
Daniel Bustamante Ponce de Leon's account is verified. Coursera certifies their successful completion of Statistical Estimation for Data Science and AI
What you will learn
Identify characteristics of “good” estimators and be able to compare competing estimators.
Construct sound estimators using the techniques of maximum likelihood and method of moments estimation.
Construct and interpret confidence intervals for one and two population means, one and two population proportions, and a population variance.
Skills you will gain
- Category: Statistical Inference
- Category: Sampling (Statistics)
- Category: Applied Mathematics
- Category: Statistical Methods
- Category: Statistical Analysis
- Category: Probability & Statistics
- Category: Probability Distribution
- Category: Probability
- Category: Statistics
