The Open Source Master's Degree Curriculum: Applied Artificial Intelligence and Computer Vision

Semester 1

Module	Courses	Alternatives	Time and Duration	Extra Resources
Machine Learning	Coursera - Machine Learning by Andrew Ng	edX - Machine Learning	5 months	Deep Learning Book
Deep Learning	Deep Learning Specialization on Coursera	Fast.ai - Practical Deep Learning for Coders	5 months	Neural Networks and Deep Learning
Reinforcement Learning	Coursera - Reinforcement Learning Specialization	edX - Reinforcement Learning	4 months	Sutton & Barto - Reinforcement Learning: An Introduction
Inference and Causality	edX - Causal Diagrams: Draw Your Assumptions Before Your Conclusions	Coursera - Causal Inference	3 months	Causal Inference in Statistics: A Primer
Seminar: Current Topics in AI	Various Topics in AI Seminars	Research Papers and Journals	Flexible	Arxiv Sanity Preserver
Image Processing and Low Level Vision	Coursera - Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital	edX - Image Processing	3 months	Digital Image Processing

Semester 2

Module	Courses	Alternatives	Time and Duration	Extra Resources
Mid-Level Vision and Video	Coursera - Advanced Computer Vision	edX - Computer Vision	4 months	Computer Vision: Algorithms and Applications
High-Level Vision	edX - Advanced Vision and Learning in Artificial Intelligence	Fast.ai - Cutting Edge Deep Learning for Coders	4 months	Multiple View Geometry in Computer Vision
Project: Computer Vision	Practical Deep Learning for Coders	Coursera - Deep Learning for Computer Vision	6 months	OpenCV Documentation
Master Thesis	Guidelines for Master's Thesis Preparation	edX - Thesis Writing	9 months	Writing Your Thesis