“If you want to get into [AI], make yourself useful. So make a contribution to an open-source project for example, or make an implementation of some standard algorithm that you couldn’t find the code of…

  “Anything a typical person can do with less than a second of thinking we can probably now, or soon, automate. Why is deep learning taking off now? What are the limitations of AI? Why…

  “Make sure you try things yourself. So not just reading things or watching videos but try things out with frameworks like TensorFlow, Chainer, Theano, Pytorch, and so forth.” Deep Reinforcement Learning is one of…

  “When I started studying deep learning, there weren’t many open-source resources. I think now in AI, and especially deep learning, there is a very good community and good deep learning frameworks to start with.”…

  “In academia, I feel like you have more freedom to work on long-term problems. At the same time, the research you do in industry is also very exciting because, in many cases, you can…

  “Don’t be afraid of the math. Just develop the intuitions and then the math becomes easier to understand once you get the hang of what’s going on at the intuitive level.” Along with Geoffrey…

“It’s really important to not abstract away things. You need to have a full understanding of the whole stack.” Andrej Karpathy was first exposed to AI as a student in Geoffrey Hinton’s class at the…

Millions of people should master deep learning, says a leading AI researcher and educator. Andrew Ng, one of the world’s best-known artificial-intelligence experts, is launching an online effort to create millions more AI experts across…

Dear Friends, I have been working on three new AI projects, and am thrilled to announce the first one: deeplearning.ai, a project dedicated to disseminating AI knowledge, is launching a new sequence of Deep Learning courses on Coursera….