How to start

Update April 2021


I have PhD in Computer Science and I have more than 5+ years industrial experience in Deep Learning for Computer Vision. In addition, I am machine learning/Computer Vision/AI consulting in many companies. People ask me how to start AI for business. I select best starting online course for you.
my mind map about Computer Vision in production

Deep Learning Specialization

  1. Neural Networks and Deep Learning

  2. Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

  3. Structuring Machine Learning

  4. Convolutional Neural Networks

Full Stack Deep Learning - Spring 2021

Very good lectures and lab sessions in 14 weeks.

Tutorials at conferences
Graduate courses and seminars
Yannic Kilcher YouTube channel - explains papers
Two minute papers youtube channel
The Batch - newsletter by Andrw Ng
Import AI - newsletter by Jack Clark

Arxiv sanity (by Karpathy)
Twitter: Jack Clark, Karpathy, Ian Goodfellow, hardmaru, smerity, pabbeel, ...
AI/DL facebook Group
ML Subreddit