Best Learn AI Free software in 2026
8 tools compared across pricing, features, and deployment.
AI and Machine Learning Roadmaps
scaler.com
Roadmaps featuring essential concepts, learning methods, and the tools to put them into practice.
Andrew Ng’s Machine Learning at Stanford University
coursera.org
Ng’s gentle introduction to machine learning course is perfect for engineers who want a foundational overview of key concepts in the field.
coursera-deep-learning-specialization
github.com
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai
How To Learn Artificial Intelligence (AI)?
appliedaicourse.com
provides a step-by-step guide for beginners to understand and develop AI skills. It covers foundational topics like programming (Python), mathematics, and machine learning, progressing to advanced concepts such as deep learning and neural networks.
Jeremy Howard’s Fast.ai & Data Institute Certificates
fast.ai
The in-person certificate courses are not free, but all of the content is available on Fast.ai as MOOCs.
Roadmap
github.com
A roadmap connecting many of the most important concepts in machine learning, how to learn them, and what tools to use to perform them.
Sebastian Thrun’s Introduction To Machine Learning
udacity.com
robust introduction to the subject and also the foundation for a Data Analyst “nanodegree” certification sponsored by Facebook and MongoDB.
tensorflow
github.com
all important notes to learn pytorch with all the examples in google colab