The Little Learner

Name: The Little Learner
Brand: The MIT Press
SKU: 9780262546379
Price: 55.5 EUR
Availability: InStock

Автор: Anurag Mendhekar, Qingqing Su

Език:

Корици: С меки корици

Издател: The MIT Press

Наличност: Външен склад

Изпращаме след 3-6 дни

55.50 € 108.55 лв

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

Информация за книгата

Автор

Anurag Mendhekar, Qingqing Su

Език

Английски език

Корици

Книга - С меки корици

Издадена

2023

страници

440

EAN

9780262546379

ISBN

026254637X

Enbook ID

42115757

Издател

The MIT Press

Теглоt

840

Пълно описание

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

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