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Hands-On Machine Learning with Scikit-Learn and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems

Description Hands-On Machine Learning with Scikit-Learn and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems. Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks - Scikit-Learn and TensorFlow - author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets ; Use Scikit-Learn to track an example machine learning project end-to-end ; Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods ; Use the TensorFlow library to build and train neural nets ; Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning ; Learn techniques for training and scaling deep neural nets ; a Apply practical code examples without acquiring excessive machine learning theory or algorithm details.


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Livres Hands-On Machine Learning with Scikit-Learn and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems PDF ePub

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Hands on machine learning with scikit learn and tensorflow ~ Machine Learning Resources, Practice and Research. Contribute to yanshengjia/ml-road development by creating an account on GitHub.

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Hands-On Machine Learning with Scikit-Learn, Keras, and ~ Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems Aurélien Géron Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning.

{PDF} Télécharger Machine Learning avec Scikit-Learn by ~ Cet ouvrage, conçu pour tous ceux qui souhaitent s'initier au deep learning (apprentissage profond), est la traduction de la deuxième partie du best-seller américain Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow (2e édition). Le deep learning est récent et il évolue vite. Ce livre en présente les principales techniques

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Hands-On Machine Learning with Scikit-Learn and TensorFlow ~ Hands-On Machine Learning with Scikit-Learn and TensorFlow Concepts, Tools, and Techniques to Build Intelligent Systems

- Hands-On Machine Learning with Scikit-Learn ~ Noté /5: Achetez Hands-On Machine Learning with Scikit-Learn and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems de Géron, Aurélien: ISBN: 9781491962299 sur , des millions de livres livrés chez vous en 1 jour

Hands-On Machine Learning with Scikit-Learn, Keras, and ~ Get Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, . —Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you .

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Hands-On Machine Learning with Scikit-Learn, Keras, and ~ The updated edition of this best-selling book uses concrete examples, minimal theory, and two production-ready Python frameworks--Scikit-Learn and TensorFlow 2--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. Practitioners will learn a range of techniques that they can quickly put to use on the job. Part 1 employs Scikit-Learn to .

Hands-On Machine Learning with Scikit-Learn and TensorFlow ~ Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems This is one of the best books you can get for someone who is just starting out in ML, in its libraries such as Tensorflow, It covers the basics very good. As a book, it is 5/5

Hands-On Machine Learning with Scikit-Learn, Keras, and ~ Concepts, Tools, and Techniques to Build Intelligent Systems, Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, Aurélien Géron, O'reilly media. Des milliers de livres avec la livraison chez vous en 1 jour ou en magasin avec -5% de réduction .

Hands-On Machine Learning with Scikit-Learn, de ~ Découvrez sur decitre Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow - Concepts, Tools, and Techniques to Build Intelligent Systems par Aurélien Géron - Éditeur O'Reilly - Librairie Decitre

GitHub - ageron/handson-ml: A series of Jupyter notebooks ~ Machine Learning Notebooks. This project aims at teaching you the fundamentals of Machine Learning in python. It contains the example code and solutions to the exercises in my O'Reilly book Hands-on Machine Learning with Scikit-Learn and TensorFlow:. Simply open the Jupyter notebooks you are interested in:. Using jupyter's notebook viewer. note: github's notebook viewer also works but .

Hands-On Machine Learning with Scikit-Learn, Keras, and ~ Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems: Géron, Aurélien: 9781492032649 .

Hands-On Machine Learning with Scikit-Learn and de ~ Découvrez sur decitre Hands-On Machine Learning with Scikit-Learn and TensorFlow - Concepts, Tools, and Techniques to Build Intelligent Systems par Aurélien Géron - Éditeur O'Reilly Media - Librairie Decitre

(PDF) Hands on Machine Learning with Scikit Learn Keras ~ (PDF) Hands on Machine Learning with Scikit Learn Keras . . 2nd edition

Hands-on machine learning with scikit-learn, keras, and ~ Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing.

Python Machine Learning: Machine Learning and Deep ~ Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems Aurelien Geron. 4.7 out of 5 stars 395. Paperback. £39.80. Python for Data Analysis, 2e .

:Commentaires en ligne: Hands-On Machine ~ Découvrez des commentaires utiles de client et des classements de commentaires pour Hands-On Machine Learning with Scikit-Learn and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems sur . Lisez des commentaires honnêtes et non biaisés sur les produits de la part nos utilisateurs.

:Commentaires en ligne: Hands-On Machine ~ Découvrez des commentaires utiles de client et des classements de commentaires pour Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: Concepts, Tools, and Techniques to Build Intelligent Systems sur . Lisez des commentaires honnêtes et non biaisés sur les produits de la part nos utilisateurs.

MNIST – scikit-learn – code d'A. Geron / BackPropagration ~ Le livre Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems d’Aurélien Geron est très très bon. Il est complet, profond, bien écrit, avec de nombreux exemples de code. C’est un livre incontournable sur le sujet. Il n’y a pas trop de maths et ce qu’il y a n’est pas très compliqué. Certes, le livre demande des .

Livres sur TensorFlow / Intelligence Artificielle ~ Si vous choisissez TensorFlow comme framework, alors les livres ne manquent pas. Celui d’Aurélien Geron Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems est très très bon. Il est complet, profond, bien écrit, avec de nombreux exemples de code.