An Intuitive Exploration of Artificial Intelligence Theory and Applications of Deep Learning by Simant Dube 9783030686246 3030686248

An Intuitive Exploration of Artificial Intelligence Theory and Applications of Deep Learning Simant Dube – Ebook PDF Instant Download/Delivery ISBN(s): 9783030686246, 3030686248

Product details:

• ISBN 10: 3030686248
• ISBN 13: 9783030686246
• Author: Simant Dube 

This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense of the word. It is an earnest endeavor to unravel what is happening at the algorithmic level, to grasp how applications are being built and to show the long adventurous road in the future. An Intuitive Exploration of Artificial Intelligence offers insightful details on how AI works and solves problems in computer vision, natural language understanding, speech understanding, reinforcement learning and synthesis of new content. From the classic problem of recognizing cats and dogs, to building autonomous vehicles, to translating text into another language, to automatically converting speech into text and back to speech, to generating neural art, to playing games, and the author’s own experience in building solutions in industry, this book is about explaining how exactly the myriad applications of AI flow out of its immense potential. The book is intended to serve as a textbook for graduate and senior-level undergraduate courses in AI. Moreover, since the book provides a strong geometrical intuition about advanced mathematical foundations of AI,  practitioners and researchers will equally benefit from the book.

Table contents:

Part I. Foundations
1. AI Sculpture
2. Make Me Learn
3. Images and Sequences
4. Why AI Works
5. Novice to Maestro
6. Unleashing the Power of Generation
7. The Road Most Rewarded
8. The Classical World
Part II. Applications
9. To See Is to Believe
10. Read, Read, Read
11. Lend Me Your Ear
12. Create Your Shire and Rivendell
13. Math to Code to Petaflops
14. AI and Business
Part III. The Road Ahead
15. Keep Marching On
16. Benevolent AI for All
17. Am I Looking at Myself?

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