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Ganesh Prasad Kumble - Hands-On Artificial Intelligence for Blockchain: Converging Blockchain and AI to build smart applications for new economies

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Hands-On Artificial Intelligence for Blockchain: Converging Blockchain and AI to build smart applications for new economies: summary, description and annotation

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Build powerful artificial intelligent applications using Hyperledger, Ethereum, Corda, Chain Core, Quorum, IOTA and more

Key Features
  • Develop your skills by understanding the fundamentals of the implementation of AI in blockchain
  • Get well-versed with AI-Blockchain ecosystem to build your smart Dapps
  • Leverage insights from multiple live use-cases of AI and Blockchain for your solutions using Ethereum and Hyperledger
Book Description

Blockchain provides a distributed database of immutable records which are executed and shared among stakeholders. This guide will give you a headstart on the convergence of artificial intelligence and blockchain.

We will start by explaining all the required blockchain concepts, variants along with their key differences and more. Further familiarising you with different types of Hyperledger framework such as Iroha, Fabric, Sawtooth, Indy, and Burrow. You will then understand key concepts of artificial neural networks, machine learning, deep learning with real-world examples.

Moving ahead, you will see how the global decentralized databases, as well as file systems, will help you perform better AI analytics and how you can empower blockchain using AI algorithms and models. You will implement all required important scenarios to learn how to build cognitive decentralized applications. Later you will go through different domains and cover relevant case studies which will help us to link AI with blockchain technology. Lastly, you will learn how to develop, compile, and deploy your own smart contracts using the best techniques.

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

What you will learn
  • Understand the fundamentals of Blockchain and AI methodologies using various technologies and frameworks such as Hyperledger and Ethereum
  • Learn the significance of data collection, cleaning, and processing in AI modeling
  • Understand the application of analytics in cryptocurrency with live use cases
  • Get to grips with open and private intelligent blockchains on the Ethereum platform
  • Understand the design approach behind adding intelligence factor to dApps (diApps)
  • Apply predictive analytics, sentiment analysis, ARIMA, forecasting, and so on in the cryptocurrency
Who This Book Is For

This book is for blockchain and AI architects, developers, data scientists, data engineers and evangelists who want to bring the power of artificial intelligence in Blockchain applications. If you want a perfect blend of theoretical and practical use cases to understand how to implement smart cognitive insights into blockchain solutions, this book is what you need! Having some knowledge of machine learning and blockchain concepts are mandatory.

Ganesh Prasad Kumble: author's other books


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Practical Artificial Intelligence and Blockchain A guide to converging - photo 1

Practical Artificial Intelligence and Blockchain
A guide to converging blockchain and AI to build smart applications for new economies
Ganesh Prasad Kumble

BIRMINGHAM - MUMBAI Practical Artificial Intelligence and Blockchain - photo 2

BIRMINGHAM - MUMBAI
Practical Artificial Intelligence and Blockchain

Copyright 2020 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

Commissioning Editor: Sunith Shetty
Acquisition Editor: Devika Battike
Content Development Editor: Nathanya Dias
Senior Editor: David Sugarman
Technical Editor: Utkarsha S. Kadam
Copy Editor: Safis Editing
Project Coordinator: Aishwarya Mohan
Proofreader: Safis Editing
Indexer: Priyanka Dhadke
Production Designer: Nathanya Dias

First published: July 2020

Production reference: 1300720

Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.

ISBN 978-1-83882-229-3

www.packt.com

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Foreword

We are at a pivotal point in the journey of human civilization. From hunting to agrarian to industrial revolutions, most of human advancement was functional. We primarily used our physical faculties and focused on developing, coping, and survival methods. But with the advent of the knowledge era, this is about to change exponentially. We are embarking on the grandest of discoveries. We're using our mind to understand its own working, to discover the commonness in all of us and the world, and to create a co-operative equilibrium in all our societal interactions. A journey where we move from episodic functional growth to constantly evolving networked learning. A model that maximizes the happiness quotient of society at large.

It is against this backdrop, we have technologies such as blockchain, artificial intelligence, and peer-to-peer networks taking shape. As the knowledge era progresses, technology is rapidly moving from a supporting cast to become the main actor in our lives. Lines between real and virtual are blurring at exponential rates. Human networks are rapidly being replaced by their digital look alike. Interactions are becoming the new value driver, opening up transformational opportunities for the society and enabling a new way of living. This is a paradigm shift. But, societal changes of this magnitude inherently increase the entropy and require a new framework for harnessing value from the change. A framework where the building blocks of new technology, their interplay, and the context of their connectedness is well understood and implemented. In this book, the author has connected the basics of the new technology, its usefulness, and the business context in an effective way to wean away from the noise of change and has clearly articulated the practical business benefits of the new model.

, Domain-Specific Applications of AI and Blockchain, provide a good foundational understanding of AI and blockchain, focused more on practical usability of the technology and the context of its usage. This approach allows readers, especially the beginners, to gently get into the topic without getting overwhelmed by the algorithmic and mathematical complexity of some components.

, Cryptocurrency and Artificial Intelligence, talks about cryptocurrencies, their role, and uses. It was interesting to read about how AI can de-risk some of the inherent challenges of cryptocurrencies and bring it closer to common use.

, Implementing DIApps, is an excellent example of how to connect IOT, blockchain, and AI to solve today's real-world problems. This application clearly demonstrates the power of these new technologies and how to combine them for effective value creation.

The author closes the book with , The Future of AI with Blockchain, on the future of blockchain and AI with specific opportunities in different industries. The chapter has multiple greenfield ideas for building practical solutions using blockchain and AI.

Whenever I met Ganesh, I have always enjoyed his insight, passion, and commitment to the craft. He has brought all of that to bear in this book with the goal of passing on his learnings to the new warriors entering this field. Practical Artificial Intelligence and Blockchain is an excellent book for students and working professionals who are planning to kickstart their career in Blockchain and AI and provides the right balance between theory and practice with clear guidance on how to build decentralized applications.

It is often said Knowledge is power. But it is most powerful when wielded correctly. In this book, Ganesh has shown how to wield the power of blockchain and AI to create maximum benefit for all.

I wish Ganesh Kumble all the best.

Anantha Krishnan

Founder & CEO

Aicumen Technologies Inc

Contributors
About the author

Ganesh Prasad Kumble is an expert in emerging technologies and business strategy. He has co-founded, bootstrapped, and mentored several start-ups and initiatives across SaaS, e-commerce, IoT, Blockchain, and AI. He is a contributor to several open source projects, including Ethereum and IPFS. He authored

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