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Artificial Intelligence By Example

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

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Product type Paperback
Published in Feb 2020
Publisher Packt
ISBN-13 9781839211539
Length 578 pages
Edition 2nd Edition
Languages
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Author (1):
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Denis Rothman Denis Rothman
Author Profile Icon Denis Rothman
Denis Rothman
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Table of Contents (23) Chapters Close

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

Optimizing Blockchains with Naive Bayes

In this three-part chapter, we will use blockchains to optimize a supply chain using naive Bayes. To achieve this goal, we will first start by understanding how a blockchain is generated using cryptocurrency as an example.

Blockchains have entered corporations and are here to stay. Hundreds of major corporations have implemented IBM Hyperledger. Suppliers of these corporations will gradually join the network. Corporate blockchains will provide work for many years to come thanks to the millions of lines of code to update with new features and maintain.

Mining cryptocurrency represents the most known use of blockchains. Cryptocurrencies are growing around the world. This chapter starts by explaining how the mining aspect of blockchains works, using bitcoins as an example.

We will then move on and analyze how to use blockchains for a different purpose than generating cryptocurrency. Corporations use blockchains to record...

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