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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e:

Description: Through a recent series of 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 best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started. Use scikit-learn to track an example machine learning project end to end Explore several models, including support vector machines, decision trees, random forests, and ensemble methods Exploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detection Dive into neural net architectures, including convolutional nets, recurrent nets, generative adversarial networks, and transformers Use TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learning Train neural nets using multiple GPUs and deploy them at scale using Google's Vertex AI

Price: 79.48 USD

Location: East Hanover, NJ

End Time: 2024-11-13T10:38:52.000Z

Shipping Cost: 0 USD

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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e:Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e:

Item Specifics

Return shipping will be paid by: Buyer

All returns accepted: Returns Accepted

Item must be returned within: 60 Days

Refund will be given as: Money back or replacement (buyer's choice)

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EAN: 9781098125974

UPC: 9781098125974

ISBN: 9781098125974

MPN: N/A

Book Title: Hands-On Machine Learning with Scikit-Learn, Keras

Number of Pages: 861 Pages

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

Language: English

Publisher: O'reilly Media, Incorporated

Publication Year: 2022

Subject: Intelligence (Ai) & Semantics, Natural Language Processing, Neural Networks, Data Processing, Programming Languages / Python, Computer Vision & Pattern Recognition

Item Height: 1.8 in

Item Weight: 51 Oz

Type: Textbook

Subject Area: Computers

Author: Aurélien Géron

Item Length: 9.1 in

Item Width: 7.6 in

Format: Trade Paperback

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