François Chollet - Creating Keras 3

TensorFlow
TensorFlow
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Published 2024-04-18
Meet François Chollet, creator of Keras, software engineer, and AI researcher at Google. Join François and hosts Ashley Oldacre and Gus Martins as they discuss how Keras 3 was created, integrating Keras 3 with Gemma and Kaggle, artificial general intelligence (AGI), and much more!

Resources:
François Chollet research → goo.gle/443V3vG
Deep Learning With Python, Second Edition → goo.gle/3UnpdH1

Intelligence:
On Intelligence: How a New Understanding of the Brain Will Lead to the Creation of Truly Intelligent Machines → goo.gle/3xDE33s
Researcher Pierre-Yves Oudeyer → goo.gle/3W8a39V
Monty Hall Challenge → goo.gle/3VYXAW5

Machine Learning:
Keras 3 → goo.gle/3JqRgis
Gemma on Keras → goo.gle/49Q0pfy
The ARC challenge on Kaggle → goo.gle/3xQsDcr

Chapters:
0:00 - Introduction to Francois
9:50 - What is intelligence?
18:41 - Early career in startups
21:03 - Keras
29:50 - Keras 3.0
35:20 - Upcoming book
37:50 - Gemma
44:44 - AI hype, LLMs, and AGI

Watch more People of AI → goo.gle/PAI
Subscribe to the TensorFlow channel → goo.gle/TensorFlow


#TensorFlow #Keras


Speakers: Ashley Oldacre, Luiz Gusatvo Martins
Products Mentioned: Keras
All Comments (14)
  • @TensorFlow
    For more information, check out the description!
  • @user-xj4wm6kc1e
    This was a great talk as expected from François Chollet. Years ago when I read his book I had the same uplift. Thanks.
  • @k.behrends1194
    Personal anecdote from early 2024: Using OpenAI ChatGPT 4 LLM prompting plus using the ChatGPT Python Code Interpreter module together enabled the AI to solve 1 difficult problem from the ARC challenge fairly quickly. So LLM alone = no general AI, but LLM + code interpreter is much more capable and hence more intelligent . So does combining LLM + code interpreter + prompt rewriting + Self-refine + ... move us even more closer to general AI?.... That's a Q I would have asked in hindsight
  • @SHAOYF12
    Why keras 3 stopped supporting complex numbers?😢
  • @mail_liwa
    Why did google drop support for running Tensorflow on GPU using Windows? And how does Keras 3 change that?
  • @diskycn
    ChatGPT replied to me no need to switch the door if it has a car behind it. I guess ChatGPT is able to do it correctly when paying more attention to the logic itself.
  • @a0z9
    Buena libreria
  • @davidademola3770
    Why are you guys stopping the TensorFlow Developer Certificate Exam?😢