{ "item_title" : "MLOps LLMOps And Deployment", "item_author" : [" Rashmi Patel "], "item_description" : "Master the complete production lifecycle of Machine Learning and Large Language Models-from experimentation to enterprise deployment.MLOps, LLMOps and Deployment is a practical, engineer-focused guide that takes you beyond model training and into the real-world challenges of deploying, monitoring, scaling, and maintaining AI systems in production.Designed for AI Engineers, Machine Learning Engineers, Data Scientists, MLOps Engineers, DevOps Professionals, Cloud Architects, and students preparing for technical interviews, this book explains every major concept using simple language, production examples, architecture diagrams, troubleshooting scenarios, interview questions, and hands-on workflows.Inside this book, you'll learn: Complete end-to-end MLOps lifecycleCI, CD, and Continuous Training (CT)Model versioning and Model RegistryDrift detection and production monitoringDocker and Kubernetes for ML deploymentBlue-Green, Canary, Rolling, Shadow, and A/B deploymentsLLMOps fundamentals, prompt versioning, and RAG operationsFeature Stores and production data pipelinesObservability, alerting, and incident responseAI governance, compliance, and model securityGitOps with ArgoCD, Flux, and TerraformAWS SageMaker, Azure ML, and Google Vertex AI implementationsGPU inference optimization using TensorRT, Triton, CUDA, and vLLMAgentic AI workflows, MCP, Guardrails, and Prompt RegistriesProduction troubleshooting and enterprise readiness checklistsEvery chapter includes: Simple explanationsReal production challengesArchitecture diagramsPractical code examplesInterview Q&AKnowledge checksHands-on exercisesWhether you're deploying your first ML model or building enterprise-scale AI platforms, this book provides the practical knowledge needed to confidently design, deploy, monitor, and operate modern AI systems.", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/9/79/819/002/9798190029277_b.jpg", "price_data" : { "retail_price" : "25.00", "online_price" : "25.00", "our_price" : "25.00", "club_price" : "25.00", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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