How to Tell 5 from 6: How Machines Learned to Think

What if you couldn't explain something you do effortlessly every day? Look at a handwritten 5 and a 6. You recognize them instantly. But try explaining the difference to a machine that has never seen a digit before—and every rule you create falls apart. Some fives have closed loops. Some sixes have no tails. The real world is too messy for simple rules. This is where neural networks begin. How to Tell 5 from 6 takes you on a journey from that deceptively simple question to the heart of modern artificial intelligence. No prerequisites. No hand-waving. No "trust me, it works." Just a patient, step-by-step path from intuition to genuine understanding. You'll discover how machines learn from examples instead of following rules. How layers of simple calculations build complex representations. How attention mechanisms let models focus on what matters. And how these same principles—developed to recognize blurry handwritten digits—now power systems that translate languages, generate images, write code, and hold conversations. Inside this book: From pixels to perception: how images become numbers a machine can process The elegant math of learning: gradients, weights, and the slow descent toward understanding Why deep networks work: the secret role of nonlinearity and hidden layers Convolutional networks: how computers learned to see Recurrent networks and memory: processing sequences and language The Transformer revolution: attention, scale, and emergent capabilities Modern AI systems: from GPT to the future we're building Written for curious minds of all backgrounds, this book does for neural networks what Code by Charles Petzold did for computers—transforms the mysterious into the mechanical, and makes it even more magical in the process. The AI revolution is here. Now you can understand how it actually works.
ASIN: B0GGVRNLDF
VSKU: BVV.B0GGVRNLDF.G
Condition: Good
Author/Artist:Pshenychnyy, Kostyantyn
Binding: Paperback
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Condition Notes: The item shows wear from consistent use, but it remains in good condition and works perfectly. All pages and cover are intact including the dust cover, if applicable . Spine may show signs of wear. Pages may include limited notes and highlighting. May NOT include discs, access code or other supplemental materials.