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

Hands-On Machine Learning with Scikit-Learn and TensorFlow- Concepts, Tools, and Techniques to Build Intelligent Systems - Aurélien Géron | Showmesound.org PDF, TXT, FB2. ePUB. MOBI. Le livre a été écrit en 2021. Cherchez un livre sur showmesound.org.

INFORMATION

AUTEUR
Aurélien Géron
DIMENSION
9,1 MB
NOM DE FICHIER
Hands-On Machine Learning with Scikit-Learn and TensorFlow- Concepts, Tools, and Techniques to Build Intelligent Systems.pdf
ISBN
2871360496741

DESCRIPTION

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.

Download it once and read it on your Kindle device, PC, phones or tablets. Use features like bookmarks, note taking and highlighting while reading Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts ... Noté /5.

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who ... 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.

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