Description
Illustrated Guide to AI Volume 1 is a visual guide that transforms the abstract and complex concepts of artificial intelligence into a tangible and understandable form. Using detailed graphics and step-by-step examples, the author explains everything from the basics like perceptrons to the most advanced methods of AI video production.
The book focuses on active learning and, along with theoretical explanations, provides Python code and numerous thought exercises to give the reader a deep understanding of how algorithms work. This resource is invaluable for both new students and professionals looking for a fresh perspective on the fundamentals of deep learning.
Book Features
- Extensive use of artistic images and graphics to simplify mathematical concepts.
- Coverage of key topics such as backpropagation and gradient descent.
- Exploring the history and milestones of artificial intelligence, including the AlexNet architecture.
- Providing a code repository on GitHub and practical exercises for each chapter.
- Explaining modern phenomena such as the attention mechanism in large language models.
Book specifications
- Publisher: Welch Labs
- Instructor/Author: Stephen Welch
- Number of pages: 376
- Number of chapters: 9
- Format: PDF
Headlines
Pictures
User Guide
Extract the file and run it with the appropriate software.
Download link
File(s) password: www.downloadly.ir
File size
196 MB
