AI-Powered Agricultural Analytics Platform: DevOps Implementation Plan

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Chapters

Language

English

Genre

Technology

Published

June 28, 2025

Synopsis

Authored by Vikram Singh Sankhala, "AI-Powered Agricultural Analytics Platform: DevOps Implementation Plan" serves as a comprehensive, hands-on guide to building a sophisticated cloud-native platform that integrates IoT sensor data and satellite imagery with ML models for real-time agricultural insights like yield prediction and pest detection. The book directly addresses the challenges of creating scalable, secure, and compliant analytics systems, providing a detailed, stage-by-stage implementation plan. It guides readers through infrastructure provisioning, CI/CD pipeline setup, microservice deployment, monitoring, and disaster recovery, leveraging state-of-the-art tools like Terraform, Kubernetes, Jenkins, ArgoCD, Prometheus, and more, demonstrating their practical application in a real-world agricultural context. Beyond theoretical concepts, this book focuses on actionable learning, showing how to automate builds, tests, deployments, and security checks, and how to ensure system resilience and observability. It emphasizes the integration of various tools and technologies to achieve continuous integration, delivery, and improvement. By walking through a sample workflow and detailing tool choices within the context of project stages, the book empowers DevOps Engineers, Software Developers, SREs, and other technical professionals to immediately apply Next-Gen DevOps principles to their own complex projects, fostering collaboration and driving efficiency in their organizations.

About the Author

VSS

Vikram Singh Sankhala

Vikram Singh Sankhala, the author of "AI-Powered Agricultural Analytics Platform: DevOps Implementation Plan," brings a unique analytical perspective informed by his expertise in multi-modal AI, agentic systems, and data-driven solutions. Known for his ability to decode complex systems through modern frameworks, Sankhala applies this rigorous approach to bridging ancient knowledge with cutting-edge technology. His background underscores his capability to structure intricate processes and integrate disparate elements—qualities essential for mastering the complex DevOps landscape presented in this book.

AI-Powered Agricultural Analytics Platform: DevOps Implementation Plan

Synopsis

About the Author

Vikram Singh Sankhala

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