In this post I will collect some useful material that is freely available in the web for mastering Artificial Intelligence (AI). It is a work in progress and your suggestion is very welcome.

Stanford

General introduction on what is AI

https://www.coursera.org/learn/ai-for-everyone

Classes:

Machine Learning https://www.coursera.org/learn/machine-learning

Neural Network and deep learning  https://www.coursera.org/learn/neural-networks-deep-learning

Convolutional Neural Networks https://www.coursera.org/learn/convolutional-neural-networks

Structuring Machine Learning Projects (software Engineering for NN) https://www.coursera.org/learn/machine-learning-projects

AI Ethics:

This is one of the most recent workshop that I was able to find at Stanford.

University of Helsinki Elements of AI

https://www.elementsofai.com/

Submodules (Same Link):

  • Introduction to AI
  • Building AI

Commercial (free)

Google:

Learn with Google AI:  https://ai.google/education/

Machine Learning: https://developers.google.com/machine-learning/crash-course/

Tensor Flow and Deep Learning without a PhD: https://cloud.google.com/blog/products/gcp/learn-tensorflow-and-deep-learning-without-a-phd

Microsoft:

Introduction to Data Science https://www.edx.org/course/data-science-essentials

AI for Fun

Building an AI agent of Starcraft II using Python: https://pythonprogramming.net/starcraft-ii-ai-python-sc2-tutorial/

Others

Do you have any other resource that you would like to share? Just drop me a line!