中科院研究生院统计学习课程全部课件,600+张PPT。深入浅出学习概率统计学,不可多得的资料!
课程目录:
09_11_Introduction
09_11_ProbabilityTheory
09_13_ProbabilityTheory2
09_18_ProbabilityTheory3
09_20_Inequalities
09_25_Convergence
09_27_Review1
10_09-StatIntro
10_11-CDF
10_16-Bootstrap
10_16-ParametersEstimate1
10_18-ParametersEstimate2_MLE
10_23-ParametersEstimate3_EM
10_25-Hypothesis
10_30-Hypothesis2
11_1-bayesian%20inference
11_8-StatisticalDecisionTheory
11_15_StatLearningIntro
11_27_regression
11_29_regression2
12_05-PdfEstimation
12_06-KernelMethod
12_10-ModelSelection
12_18_MonteCarlo