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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
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  • Pinned
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    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!
    238K
  • user avatar
    Aurélien Geron
    @aureliengeron
    Oct 8, 2024
    Cool, I'm a physicist now! #nobelprize
    268K
  • user avatar
    Aurélien Geron
    @aureliengeron
    Oct 12, 2024
    Fake demos, CGI vaporware, teleoperated robots barely capable of walking, cars that help you crash, traffic jams under malls (=Hyperloop), buses so low they would crash into speed bumbs... Remove the hype and subsidies and all that's left is lies and dreams of oligarchy.
    user avatar
    Tesla
    @Tesla
    Oct 11, 2024
    Optimus is your personal R2D2 / C3PO, but better It will also transform physical labor in industrial settings
    00:00
    256K
  • user avatar
    Aurélien Geron
    @aureliengeron
    Oct 12, 2021
    My favorite Python 3.5 feature: the matrix multiplication operator @ 👇Python features thread👇
  • user avatar
    Aurélien Geron
    @aureliengeron
    Apr 19, 2020
    I wrote a Colab notebook that introduces differential calculus: derivatives, partial derivatives and gradients: colab.research.google.com/github/ageron/…
  • user avatar
    Aurélien Geron
    @aureliengeron
    Mar 20, 2022
    I noticed that DistilBERT loves movies filmed in India, but not in Iraq, so I plotted the result for each country: the resulting map is scary. #aibias
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    Aurélien Geron
    @aureliengeron
    Jun 29, 2020
    This is 100% #JuliaLang code. It trains a dense neural network using the #Keras Python library. If you replace the first 3 lines with "import tensorflow as tf; from tensorflow import keras", you can run the exact same code in Python. Talk about excellent interoperability! 🤝
  • user avatar
    Aurélien Geron
    @aureliengeron
    Apr 19, 2020
    I wrote a Matplotlib tutorial notebook: colab.research.google.com/github/ageron/… You'll learn how to make beautiful plots and animations, including, most importantly, XKCD-style plots:
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    Aurélien Geron
    @aureliengeron
    Oct 22, 2021
    Scikit-Learn ❤️ Pandas I wrote a quick tutorial notebook on the new feature-name tracking features in Scikit-Learn 1.0: homl.info/sklearn-pandas They're a first step towards full DataFrame support (Pandas in ⟶ Pandas out).
  • user avatar
    Aurélien Geron
    @aureliengeron
    Sep 7, 2019
    Hurray!!! 🥳 The 2nd edition of my book is available on Kindle (homl.info/amazon2) and eBooks (homl.info/ebook2)! The paper edition should be available within ~2 weeks. 🦎
  • user avatar
    Aurélien Geron
    @aureliengeron
    Jan 21, 2022
    Look what I just received! 🎉 Awesome book by @fchollet, he's put a huge amount of work into this 2nd edition. Excellent clear and intuitive explanations, just like in the 1st edition, plus plenty of great new Deep Learning content. Well done!
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    Aurélien Geron
    @aureliengeron
    Apr 25, 2019
    The salamander on the cover was cute in black & white, but it looks so much cooler in color. I think I might be scared to touch the book. 🥴
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    Aurélien Geron
    @aureliengeron
    Jan 9, 2022
    If you'd like to learn the @JuliaLanguage and you know Python, then this tutorial Colab notebook is for you. I just updated it to the latest Julia 1.7.1 version: colab.research.google.com/github/ageron/… Enjoy! 🙂
    Colab logo
    colab.research.google.com
    Google Colab Notebook
    Run, share, and edit Python notebooks
  • user avatar
    Aurélien Geron
    @aureliengeron
    May 31, 2019
    Cornell's excellent Machine Learning course is entirely online, for free, including all the lectures on YouTube and all the course notes: cs.cornell.edu/courses/cs4780… That's the bright side of the Internet: so much knowledge freely available! 🙌😀
    cs.cornell.edu
    course page | Machine Learning for Intelligent Systems