The Welch Labs Illustrated Guide to AI

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The Welch Labs Illustrated Guide to AI

$79.00

[NOTE FOR INTERNATIONAL BUYERS: Please include a phone number in your shipping address and do not include a business name to expedite the customs process]

The Welch Labs Illustrated Guide to AI offers unique perspectives on artificial intelligence through hands-on exploration and richly detailed graphics that give readers a visceral understanding of how AI actually works. From the fundamental perceptron to cutting-edge AI video generation, each chapter combines thought-provoking exercises with supporting code to illuminate the key breakthroughs and persistent mysteries in AI development. The book is a great fit for both seasoned professionals and students.

Chapter Listing

1. THE PERCEPTRON - ChatGPT is made from 100 million of these

2. GRADIENT DESCENT - The misconception that almost stopped AI

3. BACKPROPAGATION - The F=ma of artificial intelligence

4. DEEP LEARNING - The geometry of depth

5. ALEXNET - The moment we stopped understanding AI

6. NEURAL SCALING LAWS - AI can’t cross this line and we don’t know why

7. MECHANISTIC INTERPRETABILITY - The dark matter of AI

8. ATTENTION - How DeepSeek rewrote the transformer

9. VIDEO AND IMAGE GENERATION - AI videos are brownian motion backwards

Details

  • Each chapter includes supporting python code that walks through the key results from that chapter, and there’s a supporting github repo as well that’s a bit more more comprehensive.

  • At the end of each chapter, you’ll also find exercises - we’ve put a ton of thought into these.

  • Each chapter goes along with a Welch Labs video - the book is the best way to get deeper into each video’s topic.

  • The book is great for self study, AI courses, or just looks great on your coffee table.

  • Printed in full color on high quality paper & binding

  • 8.75x11.25”

  • 376 pages

  • ISBN: 9798991923415

  • Now shipping internationally to Australia, Belgium, Canada, Czech Republic, France, Germany, Ireland, Israel, Italy, Japan, Malaysia, Mexico, Netherlands, New Zealand, Poland, Portugal, Singapore, South Korea, Spain, Sri Lanka, Switzerland, Thailand, United Kingdom, United States! Stay tuned for further expansion and join our waitlist here more updates: https://www.welchlabs.com/international-shipping-waitlist

  • International shipping is via FedEx International Connect Plus. VAT, GST, and Duties are covered in the flat rate.

  • Domestic and international shipping times are 2-8 days.

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