Book Image

Practical Artificial Intelligence and Blockchain

By : Ganesh Prasad Kumble
Book Image

Practical Artificial Intelligence and Blockchain

By: Ganesh Prasad Kumble

Overview of this book

AI 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.
Table of Contents (15 chapters)
1
Section 1: Overview of Blockchain Technology
4
Section 2: Blockchain and Artificial Intelligence
9
Section 3: Developing Blockchain Products

Global databases

In this section, you will be introduced to some of the most popular decentralized databases. These databases use innovative cryptographic and networking techniques to address some of the key issues such as censorship, surveillance, and permissioned access to confidential information. Several efforts are being made by the projects outlined next to bring a new order to how data can be treated in the public sphere as well as the enterprise sphere.

Let's now understand some of the top global decentralized databases.

IPFS

IPFS is a distributed filesystem that allows users to host and receive content in a peer-to-peer (P2P) manner, eliminating any need for intermediaries, for storing or accessing data from any corner of the world. IPFS allows users to store and serve data in a censorless manner. The data remains persisted in the network as long as somebody in the network values the data. Although there may not be a monetary incentive for users who persist the data on their...