{"product_id":"deep-learning-from-scratch-building-with-python-from-first-principles-9781492041412","title":"Deep Learning from Scratch: Building with Python from First Principles","description":"\u003cp\u003e • Author(s): Seth Weidman\u003cbr\u003e • Publisher: MixGD\u003cbr\u003e • Publisher Imprint: MixGD\u003cbr\u003e • Subject: Computer Science and Information Technology\u003cbr\u003e • BISAC: Image Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWith the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. Youâ ll start with deep learning basics and move quickly to the details of important advanced architectures, implementing everything from scratch along the way. \u003c\/p\u003e\u003cp\u003e Author Seth Weidman shows you how neural networks work using a first principles approach. Youâ ll learn how to apply multilayer neural networks, convolutional neural networks, and recurrent neural networks from the ground up. With a thorough understanding of how neural networks work mathematically, computationally, and conceptually, youâ ll be set up for success on all future deep learning projects. \u003c\/p\u003e\u003cp\u003e This book provides: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eExtremely clear and thorough mental modelsâ accompanied by working code examples and mathematical explanationsâ for understanding neural networks \u003c\/li\u003e\n\u003cli\u003eMethods for implementing multilayer neural networks from scratch, using an easy-to-understand object-oriented framework \u003c\/li\u003e\n\u003cli\u003eWorking implementations and clear-cut explanations of convolutional and recurrent neural networks \u003c\/li\u003e\n\u003cli\u003eImplementation of these neural network concepts using the popular PyTorch framework \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45030105350295,"sku":"9781492041412","price":4530.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781492041412.webp?v=1767896563","url":"https:\/\/atlanticbooks.com\/products\/deep-learning-from-scratch-building-with-python-from-first-principles-9781492041412","provider":"Atlantic Books","version":"1.0","type":"link"}