{"product_id":"the-mathematics-of-artificial-intelligence-an-accessible-journey-from-foundations-to-frontiers-9798195159801","title":"The Mathematics of Artificial Intelligence: An accessible journey from foundations to frontiers","description":"\u003cp\u003e • Author(s): Sébastien Huet\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Functional Analysis\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eYou use AI every day. You have no idea how it works. And you are tired of being told it is too complicated.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis book is for you.\u003c\/p\u003e\u003cp\u003eArtificial intelligence is everywhere. ChatGPT, machine translation, image recognition, music generation. Behind all of it: maths. Not magic, not mysterious code. Functions, matrices, derivatives, probabilities. Tools you can understand, provided someone takes the time to explain them to you like a friend.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eThe Mathematics of Artificial Intelligence\u003c\/i\u003e rests on a simple claim: you can understand the maths of AI without being a mathematician. Not by oversimplifying, by demystifying. Not by hiding the formulas, by making them desirable.\u003c\/p\u003eThree reading levels, three possible paths: \u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eThe curious reader ( 130 pages)\u003c\/b\u003e. You read the blue boxes. Zero formulas, analogies, drawings. You understand what is going on, with no mathematical background.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe student ( 300 pages)\u003c\/b\u003e. You read blue and yellow. Equations arrive, commented line by line. High school to undergraduate level.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe explorer ( 400 pages)\u003c\/b\u003e. You read everything. Proofs, theorems, Python code. For those who want to go all the way.\u003c\/li\u003e\n\u003c\/ul\u003eWhat you will build: \u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eThe foundations\u003c\/b\u003e. Functions, linear algebra, calculus, probability. The language of AI, from scratch.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe bricks of a network\u003c\/b\u003e. From the perceptron to deep networks, through optimisation and backpropagation. You build Zero, your network, brick by brick.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eModern architectures\u003c\/b\u003e. Convolutions for images, sequences for text, attention and Transformers for the language models of today.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe frontiers\u003c\/b\u003e. Geometry of learning, theoretical limits, ethics of the maths, a tribute to Turing.\u003c\/li\u003e\n\u003c\/ul\u003eFour characters walk with you\u003cp\u003eLea, a curious designer, asks the questions everyone is thinking. Samir, a computer science student, bridges intuition and formulas. Prof. Okoye, a demanding researcher, flags when a simplification has gone too far. And Zero (the neural network itself) comments on its own construction, from chapter 1 where it is just a function to chapter 14 where it generates text.\u003c\/p\u003eHonest about difficulty\u003cp\u003eSome of this is hard. We say so. When a theorem is an existence theorem and not a constructive one, we say so. When nobody really understands why something works, we write it. No false simplicity, no false rigour. Just the honesty of telling you where you stand.\u003c\/p\u003ePractical appendices\u003cp\u003eMathematical notation, Python code to extend each chapter, and an index to navigate between the levels. The book you wish you had before diving into deep learning.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTo understand what your AI is really computing, with no prior degree and no blind spots, order your copy today.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47882948640919,"sku":"9798195159801","price":1673.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798195159801.webp?v=1781098260","url":"https:\/\/atlanticbooks.com\/products\/the-mathematics-of-artificial-intelligence-an-accessible-journey-from-foundations-to-frontiers-9798195159801","provider":"Atlantic Books","version":"1.0","type":"link"}