课程目录：
1·1.Probability and Statistics_ Overview _Chinese_tr
2·2.Gentle Introduction to Probability_ Counting Coi
3·3.Counting Probabilities with Combinatorics and th
4·4.Set Theory in Probability_ Sample Spaces and Eve
5·5.The Birthday Problem in Probability_ P(A) = 1 -
6·6.Quality Control, Non-Destructive Inspection, and
7·7.The Binomial Distribution and the Multinomial Di
8·8.Conditional Probabilities _Chinese_translated
9·9.The Law of Total Probability_Chinese_translated
10·10.Bayes' Theorem (with Example!) _Chinese_transla
11·11.Bayes' Theorem Example_ Drug Testing 
12·12.Independence in Probability _Chinese_translated
13·13.Random Variables and Probability Distributions
14·14.Bernoulli and Binomial Random Variables _Chines
15·15.The Normal Distribution_ The Limit of Binomial
16·16.The Standard Unit Normal and Probability Comput
17·17.The Poisson Distribution_ The Rare Event Limit
18·18.The Geometric Distribution_ The First Success o
19·19.The Exponential Distribution_ Time Between Pois
20·20.The Hazard Rate and Memoryless Property of the
21·21.The Connection Between the Exponential Distribution and the Poisson Process _
22·22.The Gamma Distribution _Chinese_translated
23·23.Functions of a Random Variable_Chinese_translated
24·24.Rescaling the Normal Distribution to Mean Zero and Variance One _Chinese_tran
25·25.The Chi Squared Distribution_ The Square of the Normal Distribution _Chinese_
26·26.Joint Probability Distributions_Chinese_translated
27·27.Joint Probability Distributions_ Marginal and Conditional Densities -_Chinese
28·28.The Expected Value (Mean) of a Probability Distribution _Chinese_translated
29·29.Properties of the Expected Value _Chinese_translated
30·30.Variance and Standard Deviation _Chinese_translated
31·31.Example of Computing the Expectation and Variance of an Exponential Distribut
32·32. Examples of Expected Values & Functions_ Temperature in C vs F, and the Kine
33·33.Markov's Inequality in Probability_ First Order Estimates _Chinese_translated
34·34.Chebyshev's Inequality in Probability_ Second Order Estimates _Chinese_transl
35·35.The Law of Large Numbers_Chinese_translated
36·36.The Central Limit Theorem _Chinese_translated