The Little Learner

Daniel P. Friedman

23 ratings by Goodreads

Language: English

Published by The MIT Press Feb 2023, 2023

026254637X / 9780262546379

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Seller: Rheinberg-Buch Andreas Meier eK, Bergisch Gladbach, GermanyRheinberg-Buch Andreas Meier eK

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Neuware -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, gradient 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 Englisch.

Seller Inventory # 9780262546379

Title
The Little Learner
Author
Daniel P. Friedman
Publisher
The MIT Press Feb 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
026254637X
ISBN 13
9780262546379
Illustrator
Su, Qingqing
Item weight
823 grams
Dimensions
221x179x30 mm

Rheinberg-Buch Andreas Meier eK

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since November 17, 2008

Shipping rates from Germany to U.S.A.

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Rheinberg-Buch Andreas Meier eK

Germany