Log inSign up
Log inSign up
Aurélien Geron
2,192 posts
Aurélien Geron profile banner
@aureliengeron

Aurélien Geron

@aureliengeron
Author of the book Hands-On #MachineLearning with #ScikitLearn, #Keras and #TensorFlow. Former PM of #YouTube video classification. Founder of telco operator.
Auckland, New Zealand
github.com/ageron/handson…
Joined July 2009
361 Following
29.7K Followers
RepliesRepliesRepostsRepostsMediaMedia

Log in or sign up for X

See what’s happening and join the conversation

Continue with phone
or
Log in with username or email
Terms·Privacy·Cookies·Accessibility·US TIDA·Ads Info·© 2026 X Corp.
  • Pinned
    @aureliengeron
    Aurélien Geron
    @aureliengeron
    Nov 1, 2025
    My new book just came out! 🎉😊 Kindle & e-book available now, print within 1–2 weeks. You can get it at: homl.info (you'll also find free online content there) Play with the notebooks at: github.com/ageron/handson… Hope you'll find it useful!
    72
  • @aureliengeron
    Aurélien Geron
    @aureliengeron
    Sep 30
    💯 Switching my book from TF to PyTorch wasn't too hard, the concepts are pretty much the same. Plus, with the help of today's AIs, it would have taken me an afternoon. I also recommend using 🤗 Hugging Face libraries, which are amazing and save you tons of work.
    @lmoroney
    Laurence Moroney 🇺🇸🇮🇪 🏴󠁧󠁢󠁷󠁬󠁳󠁿
    @lmoroney
    Sep 30
    People keep asking me if TensorFlow is dead. Honest answer: it's in maintenance mode, and that's OK. Google's own guidance is Keras 3, JAX or PyTorch for new work. I made the move to PyTorch too. The concepts you learned carry over, and the syntax is the easy part. Thread on how
    4
  • @aureliengeron
    Aurélien Geron
    @aureliengeron
    Mar 17
    If you're interested in image generation, I just added a simple code example using flow matching at the end of notebook 18:
    Colab logo
    colab.research.google.com
    18_autoencoders_gans_and_diffusion_models.ipynb
    Run, share, and edit Python notebooks
    2
  • @aureliengeron
    Aurélien Geron
    @aureliengeron
    Mar 16
    The Greek 🇬🇷 🇨🇾 translation of my book is now available! 🎉 That's Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd edition. You will find it (along with all the other versions and translations) at homl.info Huge thanks to the translators! 🙏
    1
  • @aureliengeron
    Aurélien Geron
    @aureliengeron
    Nov 27, 2025
    I just had fun making this Colab notebook which explains how to build a sound synthesizer from scratch in Python. You can play with it now at: colab.research.google.com/github/ageron/… It covers sound generation, melodies, sound effects like echo, panning, low-pass filter, etc. Enjoy! 😄🎹🎶
    00:00
    10