{"product_id":"visual-introduction-to-deep-learning","title":"Visual Introduction to Deep Learning by Meor Amer","description":"\u003ch2\u003eVisual Introduction to Deep Learning by Meor Amer\u003c\/h2\u003e\n\u003cp data-path-to-node=\"6\"\u003eThe core thesis of \u003ci data-path-to-node=\"6\" data-index-in-node=\"19\"\u003eA Visual Introduction to Deep Learning\u003c\/i\u003e is that deep learning is fundamentally an exercise in geometric transformations, not just abstract, robotic numerical calculation. Most textbooks introduce neural networks through dense multi-variable calculus and linear algebra proofs. While mathematically rigorous, this traditional approach often leaves students memorizing formulas without actually understanding what happens to data as it passes through hidden layers. Amer flips this paradigm by translating abstract mathematics into clear, visual concepts.\u003c\/p\u003e\n\u003cp data-path-to-node=\"7\"\u003e\u003cspan class=\"text-block-with-attachment\"\u003e\u003cspan class=\"attachment-container search-images\"\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-path-to-node=\"7\"\u003e\u003cspan class=\"text-block-with-attachment\"\u003e\u003cspan\u003eThe book acts as an illuminated roadmap through a neural network's architecture. Amer walks readers through the absolute basics of a single artificial neuron, showing how input features are scaled by weights, combined with a bias, and reshaped by activation functions. From there, the book expands into deep feedforward networks, uncovering the true nature of \u003cb data-path-to-node=\"7\" data-index-in-node=\"360\"\u003eForward Propagation\u003c\/b\u003e and \u003cb data-path-to-node=\"7\" data-index-in-node=\"384\"\u003eBackpropagation\u003c\/b\u003e. Instead of drowning the reader in calculus code, the text uses clean, step-by-step vector diagrams to illustrate how gradient descent actively navigates error surfaces to minimize loss and optimize neural weights.\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-path-to-node=\"7\"\u003e\u003cspan class=\"text-block-with-attachment\"\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c!----\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cdiv class=\"code-block ng-tns-c3299913081-101 ng-animate-disabled ng-trigger ng-trigger-codeBlockRevealAnimation\" data-hveid=\"0\" data-ved=\"0CAAQhtANahgKEwjvvJOByMeUAxUAAAAAHQAAAAAQ3QI\"\u003e\n\u003c!----\u003e\n\u003cdiv class=\"formatted-code-block-internal-container ng-tns-c3299913081-101\"\u003e\n\u003cdiv class=\"animated-opacity ng-tns-c3299913081-101\"\u003e\n\u003c!----\u003e\n\u003cp data-path-to-node=\"30\"\u003eAs our regional tech sector experiences an explosion of interest in machine learning, thousands of local software engineers, university students, and business analysts are trying to transition into AI. However, many hit an immediate wall because traditional learning materials are overly academic and math-heavy. This barrier prevents brilliant programmers from entering the field simply because they don't have an advanced background in multivariable calculus.\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e\u003cstrong\u003eLanguage: English.\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e\u003cstrong\u003eGenre: Data Science Fundamentals.\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e\u003cstrong\u003eBinding: সেলাই করা বাইন্ডিং\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e\u003cstrong\u003eQuality: Premium Quality Books.\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e\u003cstrong\u003ePrinting: High Quality Printing.\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e\u003cstrong\u003ePaper: Eye Friendly paper (Cream White)\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e\u003cstrong\u003eCover: Matt cover (Paperback).\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e","brand":"Royal Books BD","offers":[{"title":"Default Title","offer_id":47228346433721,"sku":null,"price":300.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0780\/0874\/6169\/files\/Visual_Introduction_to_Deep_Learning.jpg?v=1779276534","url":"https:\/\/royalbooksbd.com\/products\/visual-introduction-to-deep-learning","provider":"Royal Books BD","version":"1.0","type":"link"}