Exploratory data analysis
-Sampling methods
-Distributions
-Numeric summary statistics
-Basic data visualization.
Probability Theory
- Probability conditional probability, Bayes’theorem.
-Random Variables
-Probability distributions: normal and binomial distributions.
Inferential Statistics
-Random samples and sampling distributions
-Central limit theorem
-Confidence intervals
-Hypotesis testing
-ANOVA and Bootstrapping
-Chi-square test
