Aurélien Géron's Recent LinkedIn Posts

I'm currently updating chapter 18 (out of 19). The last chapters will be added to the Early Release soon after I finish them. It's such a huge amount of work to update everything to TensorFlow 2.0, using tf.keras. The good news is that TF2 is awesome, and much more concise so I could add a lot of new topics in the 2nd edition, I really hope you'll enjoy it!

The Spanish 🇪🇸 and German 🇩🇪 translations of my book (3rd edition) are now available! 🎉 You will find them, along with all the other translations, at https://homl.info/get Huge thanks to the translators! 🙏

Just received the first copy of my book (3rd edition), woohoo! 🦎 😄 🎉 You can get it at: https://homl.info/amazon3 Play with the notebooks at: https://lnkd.in/gGdv_5Ms See what's new at: https://homl.info/changes3 Huge thanks to everyone who made it happen!!! 🙏 Hope you'll find it useful!

If you're interested in image generation, I just added a simple code example using flow matching at the end of notebook 18. You can run this notebook (and many others) at

The Korean translation of my book is out! 내 책이 유용하다는 것을 알기를 바랍니다!

La traduction française de mon livre (2ème partie) vient de paraître! https://lnkd.in/e-NzN-m Il présente TensorFlow, et comment l'utiliser pour construire des réseaux de neurones profonds capables d'analyser des images, de faire des prédictions de séries temporelles, de la traduction automatique, comment découper ces réseaux de neurones et les déployer sur plusieurs serveurs en parallèle, ou encore comment programmer un robot capable d'apprendre à jouer à Ms Pac-Man. J'ai également rajouté un premier chapitre qui introduit brièvement les fondamentaux du Machine Learning, pour que ce livre soit autonome (mais si vous souhaitez plus de détails sur les fondamentaux, lisez d'abord "Machine Learning avec Scikit-Learn"). N'hésitez pas à partager autour de vous et à écrire un commentaire sur Amazon (sur la version française). Merci à tous, et bonne lecture !

I just uploaded a new video! Learn how you can use Deep Learning together with Knowledge Graphs like Wikidata to build great products, such as better Recommender Systems, structured navigation, and much more. I hope you'll enjoy this talk I did recently at the dot AI conference in Paris.

Sam Witteveen's YouTube channel is one of the very best ML channels out there today, especially if you're interested in LLMs. I can't recommend it enough! 👍

Looking forward to chatting with Jon! 😊

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 https://homl.info/get Huge thanks to the translators! 🙏

I'm very excited to announce that my new Machine Learning book is now available on oreilly.com (early online release). It is a hands-on guide for engineers who wish to learn to program systems capable of learning from data. It covers everything from the fundamentals of ML to advanced topics such as using TensorFlow (Google's Deep Learning framework) to distributed large neural networks across multiple servers. Please share!

The Early Release of the 3rd edition of my book is now available! 🎉 https://homl.info/er3 It currently includes the first 9 chapters, raw & unedited.

I'll be speaking online on Thursday (June 22nd) about my book Hands-On Machine Learning 🦎, and answering any questions you may have. The event will take place at 1pm PT = 4pm ET = 8pm UTC on O'Reilly's platform. More details & free trial: https://oreil.ly/5DrWN See you then! 😊

#TensorFlow 2.0 preview is here, woohoo! I wrote a few Jupyter notebooks to teach #DeepLearning using tf.keras and TF 2.0, I hope you'll find them useful! Teachers, you are more than welcome to use them in your own courses.

Two more chapters added to the early release of my book's 2nd edition ( https://homl.info/er2 )! 🦎 Chapter 13: Loading and processing data using tf.data, the features API, TFRecords, and more. Chapter 14: Deep computer vision, including image classification, object detection, semantic segmentation and more. Enjoy! 😀 #tensorflow #deeplearning

Woo-hoo! Here's the full list of translations available so far for the 1st and 2nd edition of my book: https://homl.info/get/ The fish isn't sure what it's doing here.

Have you got your ticket for the 2023 French Tech NZ Awards Night yet? If yes, you're in for a treat!  If not, you might want to grab one while you can - especially while the RWC special lasts 😅 Aurélien Géron, author of the best-selling O’Reilly book on #AI: 'Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow', will be one of our keynote speakers. He'll share some practical examples of the positive impact of #GenerativeAI in key industries. #FTNZA23 #FrenchTechNZ #LaFrenchTechis10

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3E is now available! In this updated 3rd edition, Aurélien Géron explores a range of techniques, starting with simple linear regression & progressing to deep neural networks.    #OReillyExperts

Two more chapters have just been added to the Early Release of the second edition of my book: Chapter 10: Intro to Neural Nets with Keras Chapter 11: Deep Learning Techniques (batch norm, dropout, optimizers, self-normalizing nets, and much more!) https://homl.info/er2 🦎

🚀 Launch alert! The first stage of the official scikit-learn certification program is available 🚀 Today, :probabl. is thrilled to launch the "scikit-learn associate practitioner certification" (level 1️⃣), the perfect starting point for junior data scientists to jumpstart their careers in machine learning. This is just the beginning! In the coming weeks, we’ll also be launching: Level 2️⃣: scikit-learn professional practitioner certification: for experienced data scientists ready to apply advanced techniques to real-world challenges. Level 3️⃣: scikit-learn expert practitioner certification: the top certification for mastering ML with scikit-learn, designed for leaders in the field. ✨ Be among the first to earn your certification! ✨ 👉 https://lnkd.in/emiETk4W Certification Launch Partners: Inria & Artefact We’re proud to collaborate with Inria and Artefact as partners, combining academic excellence with industry insights. Inria brings cutting-edge AI research, while Artefact grounds our certifications in real-world business applications, bridging the gap between theory and practice. Platform Partners: Credly by Pearson & Kryterion, Inc. Our certification process is secured and globally recognized thanks to Kryterion’s Webassessor for proctored exams and Credly for digital badges. Exams are accessible from a secure testing center or remotely, and your achievement is verified and shareable for a global audience on LinkedIn. Eager to advance your career? Join the scikit-learn certification journey with us! 🚀 Read more at https://lnkd.in/eDiYSbfq #machinelearning #datascience #scikitlearn #scikitlearncertified #datacertification

Je suis ravi de vous annoncer la sortie de la traduction française de mon livre "Hands-on Machine Learning with Scikit-Learn and TensorFlow". Il s'agit de la première partie: "Machine Learning avec Scikit-Learn". La seconde partie, "Deep Learning avec TensorFlow" sortira en octobre. Un grand merci à Anne Bohy pour cette excellente traduction ! Si vous avez des besoins de traduction anglais-français, je vous la recommande vivement. Merci également aux éditions DUNOD qui ont mené ce projet. Bonne lecture !

If you're curious about AI progress & applications, I'll be giving a talk Friday evening at the Alliance Française Auckland (in English). Happy to answer all your questions! Tickets here: https://lnkd.in/eywJpUMV #Auckland #ArtificialIntelligence

I wrote a free online appendix on State-Space Models (SSMs) for my new book, including LMU, HiPPO, S4, and Mamba: https://lnkd.in/grxsEd4Y I hope you'll find it useful! 😊

Unrelated to AI for once, 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: https://lnkd.in/gPX-F6PZ It covers sound generation, melodies, sound effects like echo, panning, low-pass filter, etc. Enjoy! 😄🎹🎶

Skore is a great companion library for Scikit-Learn. I particularly like the automated reports! 👍

My new book just came out! 🎉😊 Kindle & e-book available now, print within 1–2 weeks. You can get it at: https://homl.info (you'll also find free online content there) Play with the notebooks at: https://lnkd.in/gc9WgdfB Hope you'll find it useful!

I just uploaded a short video to explain 3 concepts from Shannon's Information Theory that are frequently used in Machine Learning: entropy, cross-entropy and KL divergence. I hope you'll enjoy it! https://lnkd.in/dpphH46

I just uploaded a new video! It explains how to get perfectly reproducible outputs with TensorFlow, for regression testing, debugging, or maybe for your next live demo? I also posted a Jupyter notebook on github if you want to try it out. Enjoy!

Hurray!!! The 2nd edition of my book is available on Kindle (https://homl.info/amazon2) and eBooks (https://homl.info/ebook2)! The paper edition should be available within ~2 weeks. 🦎

I just uploaded a new video! It's a brief overview of the many improvements to come in @TensorFlow 2.0: eager execution by default, easy to combine with graph mode for performance and portability, a more object-oriented design, and a big cleanup. Enjoy!

Wonderful, Hands-On Machine Learning 2nd edition will soon be available in Turkish!

I'm happy to participate to #FOSSASIA 2019 in Singapore on March 16th, I'll be talking about what's new in #TensorFlow 2.0 and how to migrate. Hoping to see you there! https://lnkd.in/ehUk_UE

Had such a great time, and it was a really fun & interesting interview. Thanks Jon! 🙏

I'm delighted to renew this experience, thanks Criteo AI Lab for organizing this! #TensorFlow

我的书现在有一个简体中文版！🇨🇳😃 My book is now available in Simplified Chinese!

Had a very nice discussion with Jon, I hope you'll enjoy it!

Moja książka jest już dostępna w języku polskim! 😊🇵🇱 My book is now available in Polish! https://lnkd.in/gFgMemM

The Russian translation of my book is now available! Русский перевод моей книги теперь доступен! 😍

Après 1 an de travail sur mon livre de Machine Learning, quel plaisir de le voir en 4ème position dans la liste des best sellers informatiques sur Amazon (et #2 dans la catégorie Intelligence Artificielle et Machine Learning)!

One more chapter added to the Early Release of the 2nd edition: Chapter 12: Building custom models and training algorithms using #TensorFlow 2.0. Also includes autodiff, tf.function(), graphs in TF2, and more. Unlimited flexibility, unlimited POWER! https://homl.info/er2 🦎

Brace yourself for a revolution in extended reality! Introducing the StretchSense Reality Glove, the ultimate companion for immersive experiences. With its intuitive control and interaction, you'll feel like the virtual world is at your fingertips. Plus, it's the FIRST washable and wearable XR glove. Get ready to embark on an unforgettable journey with the StretchSense Reality Glove. Find out more via the link: https://lnkd.in/gbAZbZaD #StretchSenseRealityGlove #VR #ImmersiveExperiences #AWE2023 #Gamechanger #metaverse #unity #unity3d #unrealengine #virtualhumans #ue4 #ue5 #immersive #AR #MR #OpenXR #StretchSense #IntuitveTech

I'm starting a YouTube channel! The first video is a presentation of Capsule Networks, the hot new neural net architecture by Geoffrey Hinton. Your feedback is welcome. Please share! https://lnkd.in/ew7ES_9

Our 4th event as part of our 10th anniversary of La French Tech programme is organised in partnership with L'Alliance Francaise Auckland. End the first week of November on a high note! Aurélien Géron is giving a unique Conference on Artificial Intelligence on Friday 3 November, at 5.30-7pm. Aurélien wrote the #1 best-selling practical book on Machine Learning, widely used today by both professionals and academics. He also led YouTube's video classification team, which built the AI system automatically classifying billions of videos every day. He co-founded several companies, incl. Wifirst, a leading Wireless ISP in France. Book your ticket here 👉 https://lnkd.in/g4rP9pvi #LaFrenchTechis10 #FTNZA23 #FrenchTechNZ

Wifirst classée 64ème dans le top 500 de la "French Tech", bravo à l'équipe !

Une énorme faille de sécurité chez Intel. Assurez-vous vite que votre entreprise n'est pas touchée.