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

Questions

  1. Beyond the hype, no quantum computer exists. (Yes | No)
  2. A quantum computer can store data. (Yes | No)
  3. The effect of quantum gates on qubits can be viewed with the Bloch sphere. (Yes | No)
  4. A mind that thinks with past experiences, images, words, and other bits of everyday information, like stored memories, will find deeper solutions to problems that mathematics alone cannot solve. (Yes | No)
  5. A quantum computer will solve medical research problems that cannot be solved today. (Yes | No)
  6. A quantum computer can solve mathematical problems exponentially faster than classical computers. (Yes | No)
  7. Classical computers will soon disappear and smartphone processors too. (Yes | No)
  8. A quantum score cannot be written in source code format but only with a visual interface. (Yes | No)
  9. Quantum simulators can run as fast as quantum computers. (Yes | No)
  10. Quantum computers produce intermediate results when they are running...