An Intuitive Exploration of Artificial Intelligence - Simant Dube Kartoniert (TB)

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 recognizi ng 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.