This module explores the use of probability and statistics in data analysis, starting with the fundamentals of descriptive statistics and probability theory. It delves into applied statistical techniques essential for data exploration, insight extraction, and modeling, including:
- Limit Laws
- Estimators
- Fitting Probability Distributions
- Hypothesis Testing
- Regression