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Sách - The Little Learner - A Straight Line to Deep Learning by Daniel P. Friedman (UK edition, paperback)

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Ships from and sold by EXPERAL Singapore. Origin: United Kingdom (Imported). Condition: Brandnew. Pages: 436. A highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style. With the characteristic humor and Socratic approach of classroom favorites. The Little Typer, this kindred text explains the workings of deep neural networks by constructing them incrementally from first principles using
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Giới thiệu Sách - The Little Learner - A Straight Line to Deep Learning by Daniel P. Friedman (UK edition, paperback) tại Pretty Cosmetics

Sách - The Little Learner - A Straight Line to Deep Learning by Daniel P. Friedman (UK edition, paperback)

Ships from and sold by EXPERAL Singapore

Publisher: MIT Press Ltd

Origin: United Kingdom (Imported)

ISBN 13: 9780262546379

Condition: Brandnew

Binding: paperback

Pages: 436

Dimensons: 178 x 229 x 30 | 828 (gram)

---------------------------------------- A highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style.

The Little Learner introduces deep learning from the bottom up, inviting students to learn by doing. With the characteristic humor and Socratic approach of classroom favorites The Little Schemer and The Little Typer, this kindred text explains the workings of deep neural networks by constructing them incrementally from first principles using little programs that build on one another. Starting from scratch, the reader is led through a complete implementation of a substantial application: a recognizer for noisy Morse code signals. Example-driven and highly accessible, The Little Learner covers all of the concepts necessary to develop an intuitive understanding of the workings of deep neural networks, including tensors, extended operators, grant descent algorithms, artificial neurons, dense networks, convolutional networks, residual networks, and automatic differentiation.

  • Conversational style, illustrations, and question-and-answer format make deep learning accessible and fun
  • Incremental approach constructs advanced concepts from first principles
  • Presents key ideas of machine learning using a small, manageable subset of the Scheme language
  • Suitable for anyone with knowledge of high school math and some programming experience

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Công ty phát hànhPenguin Books
Nhà xuất bảnPenguin
ISBN-139780262546379
Loại bìaPaperback