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

vare #: 51836933

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

vare #: 51836933

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Det som utmerker seg

Comprehensive Coverage

This book extensively covers essential machine learning concepts, tools, and techniques, making it a valuable resource for both beginners and experienced practitioners aiming to build intelligent systems.

Hands-On Approach

The practical, hands-on approach allows readers to implement real-world projects using Scikit-Learn, Keras, and TensorFlow, enhancing understanding and retention of complex machine learning concepts.

Updated Content

The third edition includes the latest advancements in machine learning and deep learning, ensuring readers are equipped with current knowledge and skills relevant to today's rapidly evolving technology landscape.

Produkt detaljer

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 bestselling 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 Aurélien Géron 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 ML 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, autoencoders, diffusion models, and transformers Use TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learning

Publisher	O'Reilly Media
Publication date	November 8, 2022
Edition	3rd
Language	English
Print length	861 pages
ISBN-10	1098125975
ISBN-13	978-1098125974
Dimensions	7.25 x 2 x 9.5 inches (18.4 x 5.1 x 24.1 cm)
Package Weight	3.3 Pound

Hvem passer produktet for?

Aspiring Data Scientists
Perfect for beginners looking to build a strong foundation in machine learning concepts and techniques.
Developers and Programmers
Ideal for professionals wanting to integrate machine learning into applications using popular frameworks like TensorFlow and Keras.
Machine Learning Enthusiasts
Great for hobbyists eager to explore practical machine learning projects and hands-on experiments.

Complete Beginners
Not suitable for those with no prior programming or mathematical knowledge, as it assumes basic familiarity.

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Spørsmål: Hvordan handle Hands-On Machine Learning with Scikit-Learn, Keras, online fra Ubuy?

Svar: Det er enkelt å handle Hands-On Machine Learning with Scikit-Learn, Keras, online fra Ubuy.. Du trenger bare å søke etter produktet, velge fraktmetode mens du sjekker ut og få det levert til ditt sted.
Spørsmål: Er Hands-On Machine Learning with Scikit-Learn, Keras, tilgjengelig for nettbutikk i Norway?

Svar: Ja, hos Ubuy Norway er dette produktet tilgjengelig for deg å handle til en rimelig pris.. Hands-On Machine Learning with Scikit-Learn, Keras, er ikke tilgjengelig lokalt, men du kan stole på oss med våre ekspressfrakttjenester.
Spørsmål: Hvor lang tid tar det å få produktet etter bestillingen?

Svar: Leveringstiden for det bestilte produktet ditt varierer i henhold til hva du har bestilt og fraktmetoden du har valgt.. Den estimerte leveringstiden er nevnt under utsjekkingsprosessen, så vær bekymringsløs mens du handler.

Intelligence & Semantics Editorial Review

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems offers a comprehensive approach to understanding machine learning techniques through practical exercises. Readers have praised the book for its clear writing style and the balance it strikes between theoretical concepts and practical application. One of the notable features is the detailed exercises that challenge learners, fostering a deeper understanding of the concepts. While some reviewers noted the focus on Keras and TensorFlow, they found that knowledge of one framework eases the transition to others. The book is filled with helpful visual aids and comprehensive explanations, making it an excellent resource for both beginners and those looking to enhance their skills in machine learning.

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Fordeler

Clear writing style enhances reader engagement
Thorough exercises for deep learning
Helpful visual aids throughout the text
Comprehensive reference for algorithms
Balanced approach between theory and application

Ulemper

Book's paper quality could be improved for durability

Plattformtillit og kjøpstrygghet

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