Sricharan Vadapalli, "Hands-on DevOps: Explore the concept of continuous delivery and integrate it with data science concepts"
English | ISBN: 1788471180 | 2017 | PDF/EPUB/MOBI | 424 pages | 92 MB
Transform yourself into a specialist in DevOps adoption for Big Data on cloud
Key Features
Learn the concepts of Bigdata and Devops and Implement them
Get Acquainted with DevOps Frameworks Methodologies and Tools
A practical approach to build and work efficiently with your big data cluster
Get introduced to multiple flavors of tools and platforms from vendors on Hadoop, Cloud, Containers and IoT Offerings
In-Depth Technology understanding on Data Sciences, Microservices, Bigdata
Book Description
DevOps strategies have really become an important factor for big data environments.
This book initially provides an introduction to big data, DevOps, and Cloud computing along with the need for DevOps strategies in big data environments. We move on to explore the adoption of DevOps frameworks and business scenarios. We then build a big data cluster, deploy it on the cloud, and explore DevOps activities such as CI/CD and containerization. Next, we cover big data concepts such as ETL for data sources, Hadoop clusters, and their applications. Towards the end of the book, we explore ERP applications useful for migrating to DevOps frameworks and examine a few case studies for migrating big data and prediction models.
By the end of this book, you will have mastered implementing DevOps tools and strategies for your big data clusters.
What you will learn
Learn about the DevOps culture, its frameworks, maturity, and design patterns
Get acquainted with multiple niche technologies microservices, containers, kubernetes, IoT, and cloud
Build big data clusters, enterprise applications and data science models
Apply DevOps concepts for continuous integration, delivery, deployment and monitoring
Get introduced to Open source tools, service offerings from multiple vendors
Start digital journey to apply DevOps concepts to migrate big data, cloud, microservices, IoT, security, ERP systems
Who This Book Is For
If you are a Big Data Architects, solutions provider, or any stakeholder working in big data environment and wants to implement the strategy of DevOps, then this book is for you.
Table of Contents
Introduction to DevOps
Introduction to Big Data and Data Sciences
DevOps Framework
Big Data Hadoop Ecosystems
Cloud Computing
Building Big Data Applications
DevOps – Continuous Integration and Delivery
DevOps Continuous Deployment
Containers, IoT, and Microservices
DevOps for Digital Transformation
Appendix A: DevOps Adoption by ERP Systems
Appendix B: DevOps Periodic Table
Appendix C: Business Intelligence Trends
Appendix D: Testing Types and Levels
Appendix E: Java Platform Standard Edition 8.
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