Hands-on DevOps: Explore the concept of continuous delivery and integrate it with data science concepts

Hands-on DevOps: Explore the concept of continuous delivery and integrate it with data science concepts
Hands-on DevOps: Explore the concept of continuous delivery and integrate it with data science concepts by Sricharan Vadapalli
English | 2018 | ISBN: 1788471183 | 427 Pages | True PDF, EPUB, MOBI | 92 MB

Transform yourself into a specialist in DevOps adoption for Big Data on cloud
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