{"product_id":"deep-learning-crash-course-paperback","title":"Deep Learning Crash Course - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eGiovanni Volpe\u003c\/b\u003e (Author), \u003cb\u003eBenjamin Midtvedt\u003c\/b\u003e (Author), \u003cb\u003eJesús Pineda\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuild AI Models from Scratch (No PhD Required)\u003c\/b\u003e \u003c\/p\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.\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eGiovanni Volpe\u003c\/b\u003e, head of the Soft Matter Lab at the University of Gothenburg and recipient of the Göran Gustafsson Prize in Physics, has published extensively on deep learning and physics and developed key software packages including DeepTrack, Deeplay, and BRAPH. \u003cb\u003eBenjamin Midtvedt\u003c\/b\u003e and \u003cb\u003eJesús Pineda\u003c\/b\u003e are core developers of DeepTrack and Deeplay. \u003cb\u003eHenrik Klein Moberg\u003c\/b\u003e and \u003cb\u003eHarshith Bachimanchi\u003c\/b\u003e apply AI to nanoscience and holographic microscopy. \u003cb\u003eJoana B. Pereira\u003c\/b\u003e, head of the Brain Connectomics Lab at the Karolinska Institute, organizes the annual conference Emerging Topics in Artificial Intelligence. \u003cb\u003eCarlo Manzo\u003c\/b\u003e, head of the Quantitative Bioimaging Lab at the University of Vic, is the founder of the Anomalous Diffusion Challenge.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 680\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.3 x 9.2 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e January 06, 2026\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":43159297392703,"sku":"9781718503922","price":59.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/ungWUAf6mc9781718503922.webp?v=1776997271","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/deep-learning-crash-course-paperback","provider":"BBB","version":"1.0","type":"link"}