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You're reading from  Practical Artificial Intelligence and Blockchain

Product typeBook
Published inJul 2020
PublisherPackt
ISBN-139781838822293
Edition1st Edition
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Author (1)
Ganesh Prasad Kumble
Ganesh Prasad Kumble
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Ganesh Prasad Kumble

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 TEXA in 2017 - an ethical AI initiative based on the Turing test that is used to safely assess multi-context robots and AI models in a quantifiable manner. He is currently leading platform innovation efforts at Aicumen Technologies, Inc. and KIP Foundation, building a general-purpose business protocol featuring identity management, third-party services, distributed compute, and immutable storage. Ganesh is also a moderator at the Ethereum Research forum.
Read more about Ganesh Prasad Kumble

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Preface

Over the past 10 years, blockchain and its affiliated technologies have been used to add transparency and dis-intermediate unnecessary parties involved in critical processes. Along similar lines, AI has been adopted to optimize processes and predict outcomes in an accurate and cheap way. Together, AI and blockchain are catalyzing the pace of enterprise innovation. The convergence of these two technologies is expected to revolutionize some aspects of the digital landscape as we know it today. This book is a guide to help you understand the basic concepts of blockchain and AI, analyze their use cases, and implement these technologies across various industries such as healthcare, finance, trade, and supply chain management. The book also guides you to build applications using Ethereum, machine learning, and MóiBit.

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 AI to blockchain applications. If you want a perfect blend of theoretical and practical use cases to understand how to implement smart cognitive insights in blockchain solutions, this book is what you need! Having some familiarity with the concepts involved in machine learning and blockchain is required.

What this book covers

Chapter 1, Getting Started with Blockchain, helps you understand the basics of blockchain and the contrasts between various forms and implementations. If you are already comfortable with the basics of blockchain and its applications, you may skip this chapter and start with Chapter 2, Introduction to the AI Landscape.

Chapter 2, Introduction to the AI Landscape, as the name suggests, introduces you to the basics of AI and its history, and draws contrasts between some of its basic forms and implementations. If you are already comfortable with the basics of AI and its applications, you can directly head to Chapter 4, AI- and Blockchain-Driven Databases.

Chapter 3, Domain-Specific Applications of AI and Blockchain, covers some of the well-known applications of blockchain and AI.

Chapter 4, AI- and Blockchain-Driven Databases, is crucial for learning how to connect blockchain with AI. We will be introducing and contrasting traditional data management tools and decentralized databases, as well as filesystems.

Chapter 5, Empowering Blockchain Using AI, covers some of the exclusive applications that use both AI and blockchain to address some real-world challenges.

Chapter 6, Cryptocurrency and Artificial Intelligence, examines some of the applications of AI in cryptocurrency trading.

Chapter 7, Development Life Cycle of a DIApp, introduces you to the DIApp design pattern and outlines the Software Development Life Cycle (SDLC) processes involved.

Chapter 8, Implementing DIApps, demonstrates how to build a live application that utilizes blockchain, AI, and decentralized databases to solve a real-world challenge.

Chapter 9, The Future of AI with Blockchain, ends the book by suggesting new use cases to analyze and ways to apply the learnings from the book to build your own DIApp.

To get the most out of this book

Although we don't expect you to be thoroughly acquainted with the basics of blockchain and AI, it would be helpful to be familiar with these technologies. Also, one of the learning outcomes for the book is to see how to build a DIApp, which combines the best of blockchain and AI. If you are interested in learning how to build a DIApp, you should be familiar with the basics of Solidity smart contracts, machine learning, and Python.

Software/hardware covered in the book

OS requirements

Developing a DIApp that can help track COVID-19 infections in animals and objects requires the following:

  • Python 3.7
  • Node.js 12
  • Firefox or a Chromium-based browser with access to the internet
  • macOS Mojave or higher
  • Ubuntu 18.04 LTS or higher

If you are using the digital version of this book, we advise you to type the code yourself or access the code via the GitHub repository (link available in the next section). Doing so will help you avoid any potential errors related to the copying and pasting of code.

Download the example code files

You can download the example code files for this book from your account at www.packt.com. If you purchased this book elsewhere, you can visit www.packtpub.com/support and register to have the files emailed directly to you.

You can download the code files by following these steps:

  1. Log in or register at www.packt.com.
  2. Select the Support tab.
  3. Click on Code Downloads.
  4. Enter the name of the book in the Search box and follow the onscreen instructions.

Once the file is downloaded, please make sure that you unzip or extract the folder using the latest version of:

  • WinRAR/7-Zip for Windows
  • Zipeg/iZip/UnRarX for Mac
  • 7-Zip/PeaZip for Linux

The code bundle for the book is also hosted on GitHub at https://github.com/PacktPublishing/Hands-On-Artificial-Intelligence-for-Blockchain. In case there's an update to the code, it will be updated on the existing GitHub repository.

We also have other code bundles from our rich catalog of books and videos available at https://github.com/PacktPublishing/. Check them out!

Download the color images

We also provide a PDF file that has color images of the screenshots/diagrams used in this book. You can download it here: https://static.packt-cdn.com/downloads/9781838822293_ColorImages.pdf.

Conventions used

There are a number of text conventions used throughout this book.

CodeInText: Indicates code words in text, database table names, folder names, filenames, file extensions, pathnames, dummy URLs, user input, and Twitter handles. Here is an example: "Mount the downloaded WebStorm-10*.dmg disk image file as another disk in your system."

A block of code is set as follows:

modifier onlyBy(address _account) {
require(
msg.sender == _account,
"Sender not authorized to update this mapping!"
);
_; // The "_;"! will be replaced by the actual function body when the modifier is used.
}

Any command-line input or output is written as follows:

just run-server

Bold: Indicates a new term, an important word, or words that you see onscreen. For example, words in menus or dialog boxes appear in the text like this. Here is an example: "The rules of creating blocks and the acceptance of blocks are specified by consensus algorithms called PoW or Proof of Stake (PoS)."

Warnings or important notes appear like this.
Tips and tricks appear like this.

Get in touch

Feedback from our readers is always welcome.

General feedback: If you have questions about any aspect of this book, mention the book title in the subject of your message and email us at customercare@packtpub.com.

Errata: Although we have taken every care to ensure the accuracy of our content, mistakes do happen. If you have found a mistake in this book, we would be grateful if you would report this to us. Please visit www.packtpub.com/support/errata, selecting your book, clicking on the Errata Submission Form link, and entering the details.

Piracy: If you come across any illegal copies of our works in any form on the Internet, we would be grateful if you would provide us with the location address or website name. Please contact us at copyright@packt.com with a link to the material.

If you are interested in becoming an author: If there is a topic that you have expertise in and you are interested in either writing or contributing to a book, please visit authors.packtpub.com.

Reviews

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For more information about Packt, please visit packt.com.

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Author (1)

author image
Ganesh Prasad Kumble

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 TEXA in 2017 - an ethical AI initiative based on the Turing test that is used to safely assess multi-context robots and AI models in a quantifiable manner. He is currently leading platform innovation efforts at Aicumen Technologies, Inc. and KIP Foundation, building a general-purpose business protocol featuring identity management, third-party services, distributed compute, and immutable storage. Ganesh is also a moderator at the Ethereum Research forum.
Read more about Ganesh Prasad Kumble