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

PART II – using blockchains to share information in a supply chain

In Part I – the background to blockchain technology, we saw how to use blockchains to mine cryptocurrencies. That prerequisite to entering the world of blockchains having been achieved, this section will show how to use blockchains in a supply chain. This will not involve cryptocurrencies. It opens the path to innovating blockchains with AI.

A supply chain is a chain of production and service that gets a product from a starting point to the consumer. For example, take a roll of fabric (cloth) that is shipped from India to Tunisia. In Tunisia, the fabric is cut into patterns and assembled as clothing. Then the clothing is shipped to France where it is packaged in a box with a brand printed on it. It then goes on to be stored in a warehouse to be shipped to a physical shop or directly to an online customer. We can sum this supply chain up as follows:

Cloth from India -> cut and assembled...