andrewncarr.gumroad.com
(cheaper PDF version) provides AI-assisted learning, courses, tutorials, or study support.
Directory
AI Education & Learning
AI education and learning covers courses, roadmaps, and guides for people studying machine learning. Entries include university courses, free video series, reading lists, hands-on notebooks, and roadmaps that map out a path through the field. They assume different starting points, so compare the maths and programming each one expects, whether it uses a current framework, and how much practice comes with the theory. Some are kept by a university or a company, others by one person who may move on, so check when the material was last revised. The field moves quickly, and an older guide can still teach the fundamentals.
mlops.swiss-ai-center.ch
A guide to MLOps provides AI-assisted learning, courses, tutorials, or study support.
activeloop.ai
activeloop.ai provides AI-assisted learning, courses, tutorials, or study support.
github.com
A genomics processing engine and specialized file format built using Apache Avro, Apache Spark and Parquet. Apache 2 licensed.
github.com
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
aiengineerpack.com
AI Engineer Pack provides AI-assisted learning, courses, tutorials, or study support.
github.com
Roadmap to becoming an Artificial Intelligence Expert.
industrialdesign.ai
AI for Industrial Design provides AI-assisted learning, courses, tutorials, or study support.
aistudentpack.com
A new upcoming pack focused on providing students with the essential AI tools for their education. Currently on a waitlist.
github.com
Code for Data Science at Olin College, Spring 2014.
coursera.org
Andrew Ng’s Machine Learning at Stanford University provides AI-assisted learning, courses, tutorials, or study support.
animatedai.github.io
Animations and instructional videos about neural networks.
github.com
Approximate nearest neighbours implementation.
github.com
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
platform.claude.com
Learn when prompt engineering is the right solution, and find Claude prompting techniques and interactive tutorials.
github.com
Scripts to generate a dataset with static frames from the Arcade Learning Environment.
github.com
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
github.com
Curated list of automated machine learning papers, articles, tutorials, slides and projects.
github.com
Curated list of Federated Learning Systems related academic papers, articles, tutorials, slides and projects.
aws.amazon.com
AWS Educate provides AI-assisted learning, courses, tutorials, or study support.
github.com
Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
github.com
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
github.com
Neural networks in JavaScript - continued community fork of Brain.