{"product_id":"introduction-to-pytorch-in-20-minutes-coffee-break-series-9798247487470","title":"Introduction to PyTorch in 20 Minutes: (Coffee Break Series)","description":"\u003cp\u003e • Author(s): Kenwright\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Database Administration \u0026amp; Management\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eThey've turned machine learning into a cathedral of complexity. They tell you to learn the theory first, then the math, then the frameworks. By the time you're allowed to touch it, your curiosity has turned to dust.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eYou see the headlines: AI generates art, writes code, predicts proteins. You're told the tool for this revolution is PyTorch. And then you open a tutorial-a sprawling labyrinth of tensors, autograd, and CUDA kernels. You're handed a glossary before you're allowed to write your first line. The door slams shut.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat if you could skip the pilgrimage and go straight to the power? What if your first neural network was twenty minutes away, not twenty weeks?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis book is for the impatient creator. For the programmer who learns by doing, not by studying. For the researcher in another field who needs AI as a tool, not a new career. For the student who's tired of lectures and wants to feel the current flow. For anyone who has ever thought, \"I want to \u003ci\u003ebuild\u003c\/i\u003e with this, not just read about it.\"\u003c\/p\u003e\u003cb\u003eForget The Seminary. Step Into The Workshop.\u003c\/b\u003e\u003cp\u003ePyTorch isn't a religion. It's a \u003cb\u003eforge\u003c\/b\u003e. It's the place where an idea-\"what if a computer could learn this pattern?\"-meets the fire of computation and is hammered into reality.\u003c\/p\u003e\u003cp\u003eWe bypass the ceremonial initiation and hand you the \u003cb\u003efundamental tools\u003c\/b\u003e: \u003c\/p\u003e\u003col\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eThe Tensor: \u003c\/b\u003e Your universal material. (Not a mathematical abstraction-just your data, in a shape the GPU can crush.)\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eThe Autograd: \u003c\/b\u003e Your invisible assistant. (It remembers every step, so it can later ask, \"How should I change to get better?\")\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eThe Module: \u003c\/b\u003e Your custom blueprint. (A stack of simple layers that you define, train, and own.)\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eThe Loop: \u003c\/b\u003e Your one algorithm of intelligence. (Guess, measure the mistake, learn from it. Repeat.)\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ol\u003e\u003cp\u003eThat's the anvil, the hammer, the bellows, and the rhythm. Everything else-Transformers, GANs, Diffusion models-is a more intricate shape forged from these same four elements.\u003c\/p\u003e\u003cb\u003eWatch The Barrier Crumble: \u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eThe Myth: \u003c\/b\u003e \"You must understand backpropagation calculus before you can import torch.nn.\"\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eThe Reality: \u003c\/b\u003e Twenty minutes of focused, practical guidance. Suddenly, you're not memorizing API docs-you're \u003cb\u003econducting your first experiment\u003c\/b\u003e. Line by line, you'll watch a machine learn a pattern you designed, and the mystery will evaporate in the light of a working result.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWhat You Will Actually Ignite: \u003c\/b\u003e\u003cp\u003eNot a PhD in deep learning. \u003cb\u003eYou will ignite agency.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eWhen you finish, you won't see PyTorch as a wall of imposing C++ bindings. You will see a direct, intuitive workflow you can extend: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eShape\u003c\/b\u003e your data into a Tensor.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eDefine\u003c\/b\u003e a model with a few lines of intuitive Python.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eWrite\u003c\/b\u003e a training loop that feels like simple, logical instructions.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eWatch\u003c\/b\u003e as loss falls and accuracy rises, live, in your terminal.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe intimidation disintegrates. What remains is the most democratic superpower of the 21st century-the ability to make computers learn-and you will have just taken it for its first test drive.\u003c\/p\u003e\u003cb\u003eA Clear-Eyed Promise: \u003c\/b\u003e\u003cp\u003eThis book will not cover every optimizer or layer type. \u003cb\u003eIt will prove that the core of modern machine learning is accessible, immediate, and yours to command.\u003c\/b\u003e It is the spark in the dry tinder of theory. The journey to large language models, stable diffusion, and real-time perception is vast. But you will begin that journey \u003cb\u003eholding a lit torch\u003c\/b\u003e, not just a map of the dark.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStop wondering how it works. Make it work for you.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47570246959255,"sku":"9798247487470","price":2122.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798247487470.webp?v=1774880880","url":"https:\/\/atlanticbooks.com\/products\/introduction-to-pytorch-in-20-minutes-coffee-break-series-9798247487470","provider":"Atlantic Books","version":"1.0","type":"link"}