Statistical Estimation for Data Science and AI
Completed by Xiaoyin Ge
April 23, 2022
29 hours (approximately)
Xiaoyin Ge'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: Probability
- Category: Statistics
- Category: Probability Distribution
- Category: Statistical Methods
- Category: Probability & Statistics
- Category: Applied Mathematics
- Category: Statistical Inference
- Category: Sampling (Statistics)
- Category: Statistical Analysis
