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Full Description
Learn how to use AI and blockchain to build decentralized intelligent applications (DIApps) that overcome real-world challenges
Key Features
Understand the fundamental concepts for converging artificial intelligence and blockchain
Apply your learnings to build apps using machine learning with Ethereum, IPFS, and MoiBit
Get well-versed with the AI-blockchain ecosystem to develop your own DIApps
Book DescriptionAI and blockchain are two emerging technologies catalyzing the pace of enterprise innovation. With this book, you'll understand both technologies and converge them to solve real-world challenges.
This AI blockchain book is divided into three sections. The first section covers the fundamentals of blockchain, AI, and affiliated technologies, where you'll learn to differentiate between the various implementations of blockchains and AI with the help of examples. The second section takes you through domain-specific applications of AI and blockchain. You'll understand the basics of decentralized databases and file systems and connect the dots between AI and blockchain before exploring products and solutions that use them together. You'll then discover applications of AI techniques in crypto trading. In the third section, you'll be introduced to the DIApp design pattern and compare it with the DApp design pattern. The book also highlights unique aspects of SDLC (software development lifecycle) when building a DIApp, shows you how to implement a sample contact tracing application, and delves into the future of AI with blockchain.
By the end of this book, you'll have developed the skills you need to converge AI and blockchain technologies to build smart solutions using the DIApp design pattern.
What you will learn
Get well-versed in blockchain basics and AI methodologies
Understand the significance of data collection and cleaning in AI modeling
Discover the application of analytics in cryptocurrency trading
Get to grips with open, permissioned, and private blockchains
Explore the DIApp design pattern and its merit in digital solutions
Find out how LSTM and ARIMA can be applied in crypto trading
Use the DIApp design pattern to build a sample contact tracing application
Get started with building your own DIApps across various domains
Who this book is forThis book is for blockchain and AI architects, developers, data scientists, data engineers, and evangelists who want to harness the power of artificial intelligence in blockchain applications. If you are looking for a blend of theoretical and practical use cases to understand how to implement smart cognitive insights into blockchain solutions, this book is what you need! Knowledge of machine learning and blockchain concepts is required.
Contents
Table of Contents
Getting Started with Blockchain
Introduction to the AI landscape
Domain-Specific Applications of AI and Blockchain
AI- and Blockchain-Driven Databases
Empowering Blockchain using AI
Cryptocurrency and Artificial Intelligence
Development lifecycle of a DiApp
Implementing DiApps
Future of AI with Blockchain
Appendix: Moving Forward - Resources for you
