Deep learning is not a collection of black-box tricks, contrary to what many believe. It can be learned as a principled engineering discipline.
This latest edition of Deep Learning with Python is my best attempt so far at teaching it. It focuses on building deep intuition -- the theory and mental models -- alongside all of the practical programming patterns.
You will learn this on a truly modern stack: Keras 3 as a high-productivity, framework-agnostic API, and preferably JAX for SotA performance and scalability (PyTorch and TensorFlow are also fully supported).
The bottleneck for deep skill isn't usually intelligence, but boredom tolerance.
Learning has an activation energy: below a certain skill threshold, practice is tedious, but above it, it becomes a self-sustaining flow state. The entire battle is persisting until that transition.
@github does anybody monitor your support tickets? Two weeks on https://t.co/Zn1VtVfKiG and no response/acknowledgement. Is preventing me from contributing to open source projects.
@_arohan_ Great to see normalization of idli batches, great pre-fetching setup will update the weights more efficiently. Sambar flow should be good too, as viscosity feature looks within acceptable bounds. Be careful with the protocol, buffets sometimes frown upon premature optimization.
@DavidAFrench I discovered you and the flagship podcast thanks to Google's algorithm. I am going to subscribe to the @thedispatch as I believe #conservatism deserves a rational voice, just like @nytimes, is, in my opinion, a rational voice for the left. Thank you for your service!
AlphaCode - @DeepMind's programming agent that can achieve human level performance on competitive programming challenges appears on the cover of Science this month. Proud of our team's work on this hard but important problem.
@arrahman I fell in love with #music again because of #jodhaakbar. I recorded one of your songs on #guitar, Azeem O Shaan Shahenshah. https://t.co/VKRKE7Vp55 It would make me very happy if these soundwaves reached your gifted ears. Thank you for the message of #love and #peace.
Many people might be thinking about new jobs this week. 2U/edX is hiring: https://t.co/0Xq8nNYchC
Almost all of our software is open source (as @OpenEdX): we educate the world, and give away software so that others can too.
(plz RT? thx)
New album, "Spaceship", drops tonight at midnight on all streaming/download platforms!
🚀🚀 Join us this Saturday at @TheSultanRoom in Brooklyn, NY for the album release show!
Photo by Ken Spielman
@JonahDispatch You've got the market for intellectual senator guests cornered. Kind of hard to compete with that. I look forward to the day @thedispatch is as huge as it is good, a day when you will have more than one flagship.