All the 'advanced' python topics I am going to learn...
Open Machine Learning Course
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
中文版scipy-lecture-notes. 网站下线, 以离线HTML的形式继续更新, 见release.
Data Science + ML Cheat Sheet collection by me
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kai...
Tutorial Sessions for SciPy Con 2019
General statistics, mathematical programming, and numerical/scientific computing scripts and note...
Credit Risk analysis by using Python and ML
Contains my assignments, guiding notebooks (provided as the course materials) and the datasets.
数据分析，挖掘建模。
Introduction to Python workshop in the Department of Geology and Geophysics at the University of ...
Error Learning Package for Machine Learning
Material for a 24 hours course on Scientific Python
机器学习教程，本教程包含基于numpy、sklearn与tensorflow机器学习，也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。
Учебные проекты из Яндекс Практикума "Специалист по Data Science+"
