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Practical Artificial Intelligence and Blockchain: A guide to converging blockchain and AI to build smart applications for new economies
by 作者: Ganesh Prasad Kumble and Anantha Krishnan
ISBN-10 书号: 1838822291
pages 页数: 290 pages
ISBN-13 书号: 9781838822293
Publisher Finelybook 出版社: Packt Publishing (31 July 2020)
05 x 1.68 x 23.5 cm
Language 语言: English
Book Description
Learn how to use AI and blockchain to build decentralized intelligent applications (DIApps) that overcome real-world challenges
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.
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
Table of contents
Preface
Chapter 1: A Brave New World
Chapter 2: Vulnerabilities,Attacks,and Countermeasures
Chapter 3: Approaches to Secure Development
Chapter 4: Secure Design of loT Devices
Chapter 5: Operational Security Life Cycle
Chapter 6: Cryptographic Fundamentals for loT Security Engineeringl
Chapter 7: ldentity and Access Management Solutions for the loT
Chapter 8: Mitigating loT Privacy Concerns
Chapter 9: Setting Up an loT Compliance Monitoring Program
Chapter 10: Cloud Security for the loT
Chapter 11: loT Incident Response and Forensic Analysis
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Index
