{"product_id":"deep-learning-for-coders-with-fastai-and-pytorch-ai-applications-without-a-phd","title":"Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD","description":"\u003cp\u003e\u003cstrong\u003eBook info:\u003c\/strong\u003e Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD (Kindle, 621 pages) – O'Reilly Media, 2020. Language: English.\u003c\/p\u003e\n \u003cp\u003eDeep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. \u003c\/p\u003e\u003cp\u003e Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eTrain models in computer vision, natural language processing, tabular data, and collaborative filtering \u003c\/li\u003e\n\u003cli\u003eLearn the latest deep learning techniques that matter most in practice \u003c\/li\u003e\n\u003cli\u003eImprove accuracy, speed, and reliability by understanding how deep learning models work \u003c\/li\u003e\n\u003cli\u003eDiscover how to turn your models into web applications \u003c\/li\u003e\n\u003cli\u003eImplement deep learning algorithms from scratch \u003c\/li\u003e\n\u003cli\u003eConsider the ethical implications of your work \u003c\/li\u003e\n\u003cli\u003eGain insight from the foreword by PyTorch cofounder, Soumith Chintala \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e  ","brand":"Jeremy Howard, Sylvain Gugger","offers":[{"title":"Default Title","offer_id":46069951758570,"sku":"9781492045526","price":36.39,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0714\/5301\/6298\/files\/91CB1tXICjL._SY522.jpg?v=1781233510","url":"https:\/\/textbookme.store\/products\/deep-learning-for-coders-with-fastai-and-pytorch-ai-applications-without-a-phd","provider":"TextbookMe","version":"1.0","type":"link"}