Hands-On Artificial Intelligence for Blockchain

Converging Blockchain & Machine learning to build powerful AI applications using Hyperledger, Ethereum, Corda, Chain Core, Quorum, IOTA & more
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Hands-On Artificial Intelligence for Blockchain

Dr. Manish Kumar Saraf

Converging Blockchain & Machine learning to build powerful AI applications using Hyperledger, Ethereum, Corda, Chain Core, Quorum, IOTA & more
This title is available to pre-order now and is expected to be published in
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Book Details

ISBN 139781789139563
Paperback225 pages

Book Description

Blockchain provides a distributed database of records which are executed and shared among participating parties. This guide will give you a headstart in knowing the convergence of artificial intelligence and blockchain.

We will start by explaining all the required blockchain concepts such as shared ledgers, distributed ledgers, bitcoin, cryptography and more. You will then understand key concepts of artificial neural networks, machine learning, deep learning with real-world examples. You will bring smart services within a blockchain ecosystem such as classification, regression, image recognition, detection, recommendation & natural language processing. Further familiarising you with different types of Hyperledger framework such as Iroha, Fabric, Sawtooth, Indy, and Burrow. You will then get to grips with open and private intelligent blockchains on Ethereum platform. You will see how the global database will help you in perform better AI analytics, how you can empower blockchain using AI algorithms & models. We will cover AIHPC blockchain capabilities for you. Lastly, you will learn how to compile, secure and deploy your own smart contracts.

By the end of this book, you will be able to build smart AI systems with the clear convergence of blockchain attributes in it.

Table of Contents

What You Will Learn

  • Understand Hyperledger framework and its components
  • Application of blockchain in healthcare, supply chain, finance, energy
  • Choose neural network like CNN, RNN, autoencoders for applications
  • Apply AI and DL in blockchain dataset using AI algorithms & models
  • Get to grips with AIHPC blockchain capabilities
  • Apply predictive and sentiment analysis, ARIMA in cryptocurrency
  • Develop end to end Decentralized Applications on Ethereum platform

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Table of Contents

Book Details

ISBN 139781789139563
Paperback225 pages
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