{"product_id":"the-little-learner-a-straight-line-to-deep-learning-9780262546379","title":"The Little Learner: A Straight Line to Deep Learning","description":"\u003cp\u003e • Author(s): Daniel P. Friedman\u003cbr\u003e • Publisher: MIT Press\u003cbr\u003e • Publisher Imprint: MIT Press\u003cbr\u003e • BISAC: Data Science - Machine Learning\u003c\/p\u003e\u003cp\u003e\u003cb\u003eA highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style.\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003ci\u003eThe Little Learner\u003c\/i\u003e introduces deep learning from the bottom up, inviting students to learn by doing. With the characteristic humor and Socratic approach of classroom favorites \u003ci\u003eThe Little Schemer\u003c\/i\u003e and \u003ci\u003eThe Little Typer, \u003c\/i\u003e 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, \u003ci\u003eThe Little Learner\u003c\/i\u003e 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. \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eConversational style, illustrations, and question-and-answer format make deep learning accessible and fun\u003c\/li\u003e\n\u003cli\u003eIncremental approach constructs advanced concepts from first principles\u003c\/li\u003e\n\u003cli\u003ePresents key ideas of machine learning using a small, manageable subset of the Scheme language\u003c\/li\u003e\n\u003cli\u003eSuitable for anyone with knowledge of high school math and some programming experience\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"MIT Press","offers":[{"title":"Paperback","offer_id":45036794544279,"sku":"9780262546379","price":4805.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780262546379.webp?v=1769213934","url":"https:\/\/atlanticbooks.com\/products\/the-little-learner-a-straight-line-to-deep-learning-9780262546379","provider":"Atlantic Books","version":"1.0","type":"link"}