微软机器学习课程
微软机器学习课程,面向机器学习初学者,24 节课(总共 12 周),实实在在的免费,且已由 MIT 授权。由 Azure 云倡导者等人员制作而成。
https://github.com/microsoft/ML-For-Beginners
课程内容
Lesson Number | Topic | Lesson Grouping | Learning Objectives | Linked Lesson | Author |
---|---|---|---|---|---|
01 | Introduction to machine learning | Introduction | Learn the basic concepts behind machine learning | lesson | Muhammad |
02 | The History of machine learning | Introduction | Learn the history underlying this field | lesson | Jen and Amy |
03 | Fairness and machine learning | Introduction | What are the important philosophical issues around fairness that students should consider when building and applying ML models? |