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