{"product_id":"the-little-learner-a-straight-line-to-deep-learning","title":"The Little Learner: A Straight Line to Deep Learning","description":"\u003cp\u003eA 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\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":44985992282165,"sku":"ByrdShop_026254637X","price":67.74,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9780262546379.jpg?v=1770880744","url":"https:\/\/atxbooks.com\/products\/the-little-learner-a-straight-line-to-deep-learning","provider":"ATX Books","version":"1.0","type":"link"}