Hello and welcome to the ML-Starter Kit! This is a collection of free and high quality ressources for getting started in the field of Machine Learning.

It is divided into the following three sections:

This collection is and will always be in progress. If you have any ideas for improvement please feel free to contact me on my Twitter @ludwig_stumpp.

Special thanks to the many authors of these great free ressources! Creating them was the hard part, what I did by collecting and grouping them is rather easy compared to that. If you like some piece of ressources, consider showing the author some appreciation.

Part 1 - Resources

Topics

Formats

🧮 Mathematical Foundations

Resources

🤖 Machine Learning Specializations

Resources

🛠️ Applied Machine Learning

Resources

💻 Software Development & Data Science

Resources

☮️ Social Aspects

Resources

Part 2 - Channels that regularly publish ML Content

Types

Channels

Part 3 - Feel a bit lost? Take a look at these Roadmaps!

Roadmaps

Part 4 - State of AI. Current status of Research and Industry

Current State of AI