{"product_id":"deep-learning-crash-course-9781718503922","title":"Deep Learning Crash Course","description":"\u003cb\u003eBuild AI Models from Scratch (No PhD Required)\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eDeep Learning Crash Course\u003c\/i\u003e is a fast-paced, thorough introduction that will have you building today's most powerful AI models from scratch. No experience with deep learning required! \u003cp\u003e\u003c\/p\u003eDesigned for programmers who may be new to deep learning, this book offers practical, hands-on experience, not just an abstract understanding of theory. \u003cp\u003e\u003c\/p\u003eYou'll start from the basics, and using PyTorch with real datasets, you'll quickly progress from your first neural network to advanced architectures like convolutional neural networks (CNNs), transformers, diffusion models, and graph neural networks (GNNs). Each project can be run on your own hardware or in the cloud, with annotated code available on GitHub. \u003cp\u003e\u003c\/p\u003eYou'll build and train models to: \u003cbr\u003e\u003cul\u003e\n\u003cli\u003eClassify and analyze images, sequences, and time series\u003c\/li\u003e\n\u003cli\u003eGenerate and transform data with autoencoders, GANs (generative adversarial networks), and diffusion models\u003c\/li\u003e\n\u003cli\u003eProcess natural language with recurrent neural networks and transformers\u003c\/li\u003e\n\u003cli\u003eModel molecules and physical systems with graph neural networks\u003c\/li\u003e\n\u003cli\u003eImprove continuously through reinforcement and active learning\u003c\/li\u003e\n\u003cli\u003ePredict chaotic systems with reservoir computing\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eWhether you're an engineer, scientist, or professional developer, you'll gain fluency in deep learning and the confidence to apply it to ambitious, real-world problems. With \u003ci\u003eDeep Learning Crash Course\u003c\/i\u003e, you'll move from using AI tools to creating them.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Giovanni Volpe,Benjamin Midtvedt,Jesús Pineda\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e No Starch Press\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/06\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 680\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.35lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.20h x 7.00w x 1.30d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781718503922","brand":"No Starch Press","offers":[{"title":"Default Title","offer_id":45109193736329,"sku":"9781718503922","price":59.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0636\/9240\/6921\/files\/img_897b287c-a8d6-4006-9d31-c0f285ba91bf.jpg?v=1767072868","url":"https:\/\/sonsanddaughtersbooks.com\/products\/deep-learning-crash-course-9781718503922","provider":"Sons and Daughters Books","version":"1.0","type":"link"}