24 lessons on ML, now on GitHub
Microsoft just released 24 lessons on Machin Learning, ML. All you need are some basic skills in Python. It covers the following topics:
- Regression
- Classification
- Clustering
- NLP
- Time series
- Reinforcement Learning
- Real world apps and scenarios
It uses various SDKs in Python to solve real world problems.
Get started with ML today!
microsoft
/
ML-For-Beginners
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all
Machine Learning for Beginners - A Curriculum
🌍 Travel around the world as we explore Machine Learning by means of world cultures🌍
Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson (plus one!) curriculum all about Machine Learning. In this curriculum, you will learn about what is sometimes called classic machine learning, using primarily Scikit-learn as a library and avoiding deep learning, which is covered in our forthcoming 'AI for Beginners' curriculum. Pair these lessons with our forthcoming 'Data Science for Beginners' curriculum, as well!
Travel with us around the world as we apply these classic techniques to data from many areas of the world. Each lesson includes pre- and post-lesson quizzes, written instructions to complete the lesson, a solution, an assignment and more. Our project-based pedagogy allows you to learn while building, a proven way for new skills to 'stick'.