An Intuitive Exploration of Artificial Intelligence Theory and Applications of Deep Learning /
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 adventuro...
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| Language: | English |
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Cham :
Springer International Publishing : Imprint: Springer,
2021.
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| Edition: | 1st ed. 2021. |
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| Online Access: | https://doi.org/10.1007/978-3-030-68624-6 |
Table of Contents:
- Part I, Foundations
- AI Sculpture
- Make Me Learn
- Images and Sequences
- Why AI Works
- Learning to Sculpt
- Unleashing the Power of Generation
- The Road Most Rewarded
- The Classical World
- Part II, Applications
- To See is to Believe
- Read, Read, Read
- Lend Me Your Ear
- Create Your Shire and Rivendell
- Math to Code to Petaflops
- AI and Business
- Part III, Road Ahead
- Keep Marching on
- Benevolent AI for All
- Am I Looking at Myself?
- App. A, Solutions
- Further Reading
- Acronyms
- Glossary
- References
- Index.