Book Image

Artificial Intelligence By Example - Second Edition

By : Denis Rothman
Book Image

Artificial Intelligence By Example - Second Edition

By: Denis Rothman

Overview of this book

AI has the potential to replicate humans in every field. Artificial Intelligence By Example, Second Edition serves as a starting point for you to understand how AI is built, with the help of intriguing and exciting examples. This book will make you an adaptive thinker and help you apply concepts to real-world scenarios. Using some of the most interesting AI examples, right from computer programs such as a simple chess engine to cognitive chatbots, you will learn how to tackle the machine you are competing with. You will study some of the most advanced machine learning models, understand how to apply AI to blockchain and Internet of Things (IoT), and develop emotional quotient in chatbots using neural networks such as recurrent neural networks (RNNs) and convolutional neural networks (CNNs). This edition also has new examples for hybrid neural networks, combining reinforcement learning (RL) and deep learning (DL), chained algorithms, combining unsupervised learning with decision trees, random forests, combining DL and genetic algorithms, conversational user interfaces (CUI) for chatbots, neuromorphic computing, and quantum computing. By the end of this book, you will understand the fundamentals of AI and have worked through a number of examples that will help you develop your AI solutions.
Table of Contents (23 chapters)
21
Other Books You May Enjoy
22
Index

Summary

Quantum computers have opened the door to scientific experiments that could never have been carried out with classical computers. Within a few years, quantum computers will have become mainstream, unavoidable, and a key asset for businesses and research labs. The race has begun to conquer the market.

CRLMM applied to quantum computers could make MindX one of the most powerful thinking minds on earth—human or machine.

With an unlimited mind-dataset and a 2q quantum computer starting at 250, a 50-qubit machine, MindX could gain the thinking power and experience of a human who has lived for 1,000 years. MindX's thinking power and an exponential amount of real-time memory of past experiences, loaded through transformation functions, could help solve many medical, logistic, and other decision-making problems.

Quantum thinking has just begun to change the perception of the world. Conceptual AI models such as CRLMM will no doubt be the starting point...