You're reading from Artificial Intelligence By Example Acquire advanced AI, machine learning, and deep learning design skills

Product type Paperback

Published in Feb 2020

Publisher Packt

ISBN-13 9781839211539

Length 578 pages

Edition 2nd Edition

Languages

Python

Tools

TensorFlow

Concepts

Artificial Intelligence

Author (1):

Denis Rothman

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Table of Contents (23) Chapters

Preface

1. Getting Started with Next-Generation Artificial Intelligence through Reinforcement Learning

2. Building a Reward Matrix – Designing Your Datasets FREE CHAPTER

3. Machine Intelligence – Evaluation Functions and Numerical Convergence

4. Optimizing Your Solutions with K-Means Clustering

5. How to Use Decision Trees to Enhance K-Means Clustering

6. Innovating AI with Google Translate

7. Optimizing Blockchains with Naive Bayes

8. Solving the XOR Problem with a Feedforward Neural Network

9. Abstract Image Classification with Convolutional Neural Networks (CNNs)

10. Conceptual Representation Learning

11. Combining Reinforcement Learning and Deep Learning

12. AI and the Internet of Things (IoT)

13. Visualizing Networks with TensorFlow 2.x and TensorBoard

14. Preparing the Input of Chatbots with Restricted Boltzmann Machines (RBMs) and Principal Component Analysis (PCA)

15. Setting Up a Cognitive NLP UI/CUI Chatbot

16. Improving the Emotional Intelligence Deficiencies of Chatbots

17. Genetic Algorithms in Hybrid Neural Networks

18. Neuromorphic Computing

19. Quantum Computing

20. Answers to the Questions

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 2^q 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...