{"product_id":"deep-learning-by-code-build-neural-networks-from-scratch-9798290086538","title":"Deep Learning by Code: Build Neural Networks from Scratch","description":"\u003cp\u003e • Author(s): Thompson Carter\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuild Neural Networks from the Ground Up-No Black Boxes, Just Code\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eIf you've ever wanted to truly understand how deep learning works-not just use high-level libraries-\u003ci\u003eDeep Learning by Code\u003c\/i\u003e is your roadmap.\u003c\/p\u003e\u003cp\u003eThis hands-on guide teaches you how to implement the core building blocks of neural networks from scratch using pure Python and NumPy. You'll code every layer, activation function, and optimization algorithm yourself-gaining a deep, intuitive understanding of how modern AI really works under the hood.\u003c\/p\u003e\u003cp\u003eWhether you're a developer, data science student, or aspiring machine learning engineer, this book gives you the confidence and skills to create and experiment with your own deep learning models-line by line.\u003c\/p\u003eInside You'll Learn: \u003cul\u003e\n\u003cli\u003e\u003cp\u003eHow neural networks process information, learn patterns, and make predictions\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eStep-by-step construction of forward and backward propagation\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImplementing activation functions, loss functions, and optimizers by hand\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuilding feedforward, convolutional, and recurrent neural networks\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eUnderstanding gradient descent, backpropagation, and weight updates\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCreating training loops without relying on frameworks\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eVisualizing training behavior and model accuracy\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTransitioning from raw code to real-world applications\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBonus: Compare your custom models to PyTorch and TensorFlow\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis isn't just another tutorial-it's a deep dive into the mechanics of deep learning. You'll leave not just knowing how, but \u003cb\u003ewhy\u003c\/b\u003e.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46334962827415,"sku":"9798290086538","price":1661.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798290086538.webp?v=1768673636","url":"https:\/\/atlanticbooks.com\/products\/deep-learning-by-code-build-neural-networks-from-scratch-9798290086538","provider":"Atlantic Books","version":"1.0","type":"link"}