01. Course introduction, Intro Data
02. Probability
03. Random Variable (1)
04. Random Variable (2), Expectation (1)
05. Expectation (2)
06. Convergence
07. Introduction of the Inference, CDF
08. Bootstrap
09. Parametric Inference (1)
10. Parametric Inference (2)
11. Hypothesis Test (1)
12. Hypothesis Test (2), Bayesian Inference (1)
13. Bayesian inference (2)
14. Regression (1)
15. Regression (2)