内容如下：

1、Welcome & Syllabus

2、Basic types & sequence types-Introduction to Python

3、Control flow,list comprehensions and functions

4、Data structures

5、NumPy Basics

6、Advanced indexing & Broadcasting

7、SciPy

8、Pandas basics

9、More pandas

10、Visualization-pyplot&pandas

11、Visualization-seaborn

12、Numerical optimization

13、Numerical optimization-benchmarks

14、Scikit-learn

15、Scikit-learn-cross validation

16、Scikit-learn-classification

17、Classes and custom transformers

18、Statsmodels + patsy

19、PyMC3+ArviZ

20、More PyMC3

21、Apache Arrow

22、Pytorch-Intro

23、Pytorch-nn

24、Pytorch-gpu

25、Linux system administration

26、Docker