Hands–On Machine Learning with Scikit–Learn and TensorFlow 2e

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en Paperback – 15 Oct 2019

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.

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 introduce fundamental machine learning tasks, such as simple linear regression. Part 2, which has been significantly updated, employs Keras and TensorFlow 2 to guide the reader through more advanced machine learning methods using 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.

NEW FOR THE SECOND EDITION: Updated all code to TensorFlow 2Introduced the high-level Keras APINew and expanded coverage including TensorFlow's Data API, Eager Execution, Estimators API, deploying on Google Cloud ML, handling time series, embeddings and more

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ISBN-13: 9781492032649
ISBN-10: 1492032646
Pagini: 600
Dimensiuni: 178 x 238 x 34 mm
Greutate: 1.27 kg
Editura: O'Reilly

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Anonim a dat nota:

Excelenta carte, este cartea de capatai pentru cei care invata despre tehnicile de programare ale inteligentei artificiale. Am discutat cu colegi care urmeaza in prezent cursurile de programare in cadrul universitatii tehnice si am ajuns la concluzia ca aceasta carte este cea mai uzitata cand vine vorba despre programare si inteligenta artificiala. Este o carte extrem de bine conceputa, editia de fata are si ultimele actualizari in domeniu, iar gradul de detaliere a tehnicilor de programare este foarte mare. Cartea contine o puzderie de exemple practice, facand ca procesul de invatare sa fie usor si natural. Cat despre "fetele de la books express", ele fac ca livrarea si asteptarea sa fie cat mai usoare.:-)

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