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.
General introduction on what is AI
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
This is one of the most recent workshop that I was able to find at Stanford.
University of Helsinki Elements of AI
Submodules (Same Link):
- Introduction to AI
- Building AI
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
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/
Do you have any other resource that you would like to share? Just drop me a line!