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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

Chapter 7 – Optimizing Blockchains with Naive Bayes

  1. Cryptocurrency is the only use of blockchains today. (Yes | No)

    No. IBM HyperLedger, for example, uses blockchains to organize secure transactions in a supply chain environment.

  2. Mining blockchains can be lucrative. (Yes | No)

    Yes. But it is a risk, like any other mining operation or any speculative endeavor. Some companies have huge resources to mine cryptocurrency, meaning that they can beat smaller competitors in creating a block.

  3. Blockchains for companies cannot be applied to sales. (Yes | No)

    No. Blockchain cloud platforms provide smart contracts and a secure way of managing transactions during a sales process.

  4. Smart contracts for blockchains are more accessible to write than standard offline contracts. (Yes | No)

    Yes, if they are standard contracts, this speeds the transaction up.

    On the other hand, no. If the transaction is...

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