Why Machines Learn: The Elegant Maths Behind Modern AI By Anil Ananthaswamy

DEMYSTIFYING THE ENGINE OF THE AI REVOLUTION.

We are living through an unprecedented shift in history, where artificial intelligence influences everything from medical diagnostics to mortgage approvals. Yet, behind the complex algorithms and "inscrutable" machines lies something surprisingly elegant: simple mathematics.

In Why Machines Learn, award-winning author Anil Ananthaswamy takes readers under the hood of modern AI. He reveals that the foundation of today's tech explosion rests on centuries-old principles of linear algebra and calculus. By tracing the journey from 18th-century mathematical groundwork to the 1990s video-game chips that ignited the AI boom, Ananthaswamy offers a rich, narrative explanation of how these machines actually "think."

This is an essential guide for anyone who wants to move beyond the hype and truly understand the mechanics of our new world. As we integrate these technologies into our lives, Ananthaswamy provides a vital takeaway: to master the potential of AI, we must first understand its mathematical limitations.

Why this book is a must-have:

• Deep Understanding: Moves past the buzzwords to provide a clear, narrative-driven explanation of how machine learning actually works.

• Historical Context: Connects classic mathematical principles with the cutting-edge technology defining our modern era.

• Critical Perspective: Empowers readers to recognize the limitations and "why" behind the decisions made by AI systems.

• Expertly Crafted: An invaluable companion for students, tech enthusiasts, and any curious mind wanting to demystify the "black box" of AI.

Understand the logic behind the magic. Add Why Machines Learn to your collection at Beetle Bookshop today—enjoy 10–14% off and Free Shipping on orders above ₹500!