文件名称：Introduction to statistics 斯坦福统计课程
文件大小：10.03MB
文件格式：PDF
更新时间：2022-05-18 00:53:39
机器学习 概率 统计 斯坦福 深度学习
1. Introduction and Descriptive Statistics for Exploring Data 2. Producing data and sampling 3. Probability 4. Normal Approximation and binomial distribution 5. Smapling distribution and teh central limit theorem 6. Regression 7. Confidence Intervals 8. Tests of Significance 9. Resampling 10. Analysis of Categorical data 11. One-way analysis of Variance (ANOVA) 12. Multiple comparisons