{"product_id":"docker-for-ai-engineers-build-deploy-and-scale-llm-applications-with-docker-containers-and-modern-devops-9798278112082","title":"Docker for AI Engineers: Build, Deploy, and Scale LLM Applications with Docker, Containers, and Modern DevOps","description":"\u003cp\u003e • Author(s): Raymond Norman\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: System Administration - Linux \u0026amp; UNIX Administration\u003c\/p\u003e\u003cp\u003e\u003cb\u003eDocker for AI Engineers: Build, Deploy, and Scale LLM Applications with Containers \u0026amp; Modern DevOps\u003c\/b\u003e\u003cbr\u003eThe AI revolution is no longer theoretical-it's happening right now. And at the center of this new era lies a single, unstoppable force transforming how developers build and deploy intelligent systems: \u003cb\u003eDocker for AI \u0026amp; LLM workloads.\u003c\/b\u003e\u003cbr\u003eWhether you're running local \u003cb\u003eLLMs\u003c\/b\u003e, building \u003cb\u003eRAG applications\u003c\/b\u003e, optimizing \u003cb\u003eGPU pipelines\u003c\/b\u003e, deploying \u003cb\u003evector databases\u003c\/b\u003e, or scaling \u003cb\u003eAI microservices\u003c\/b\u003e, Docker has become the essential foundation of practical AI engineering.\u003cbr\u003eThis book is your complete, modern, hands-on guide to mastering that foundation.\u003cbr\u003e\u003cb\u003eWhat You Will Learn Inside This Book\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cb\u003eMaster Docker Fundamentals for AI Workloads\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eContainers vs VMs vs sandboxes\u003c\/li\u003e\n\u003cli\u003eDocker architecture explained clearly\u003c\/li\u003e\n\u003cli\u003eEssential commands every AI engineer must know\u003c\/li\u003e\n\u003cli\u003eUnderstanding images, layers, caching, registries \u0026amp; file systems\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eBuild Production-Ready AI Containers\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eWrite optimized Dockerfiles for LLMs and ML models\u003c\/li\u003e\n\u003cli\u003eUse CUDA, cuDNN, ROCm, Python, and AI runtime images\u003c\/li\u003e\n\u003cli\u003eImplement multi-stage builds for lightweight deployments\u003c\/li\u003e\n\u003cli\u003ePackage models, dependencies, and GPU libraries correctly\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eRun Local LLMs Effortlessly Using Docker Model Runner\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eOne-command LLM execution\u003c\/li\u003e\n\u003cli\u003eMemory, quantization \u0026amp; performance tuning\u003c\/li\u003e\n\u003cli\u003eCPU vs GPU tradeoffs\u003c\/li\u003e\n\u003cli\u003eReal-world chatbot, embeddings, and inference use cases\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eDesign Multi-Container AI Applications\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eLLM + Vector Database + API backend stacks\u003c\/li\u003e\n\u003cli\u003eDocker Compose for microservices\u003c\/li\u003e\n\u003cli\u003eEnvironment variables, secrets, and secure deployment\u003c\/li\u003e\n\u003cli\u003eLogging, monitoring, and debugging distributed systems\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eContainerize Vector Stores, Databases \u0026amp; RAG Pipelines\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eMilvus, Chroma, Weaviate, Postgres, Redis\u003c\/li\u003e\n\u003cli\u003ePersistent storage and data scaling\u003c\/li\u003e\n\u003cli\u003eRAG architecture in production containers\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eAI DevOps: CI\/CD, Security, Observability \u0026amp; Automation\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eAutomated image builds \u0026amp; deployments\u003c\/li\u003e\n\u003cli\u003eDocker Scout, vulnerability scanning \u0026amp; hardening\u003c\/li\u003e\n\u003cli\u003eLogging, metrics, tracing \u0026amp; performance monitoring\u003c\/li\u003e\n\u003cli\u003eSecrets management and zero-trust container security\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eDeploy at Scale with GPUs \u0026amp; Orchestration\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eCross-platform builds: CUDA, ROCm, and WASM\u003c\/li\u003e\n\u003cli\u003eAutoscaling and load balancing LLM inference\u003c\/li\u003e\n\u003cli\u003eDistributed inference \u0026amp; production-grade APIs\u003c\/li\u003e\n\u003cli\u003eTroubleshooting bottlenecks and optimizing performance\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eThe Future: WASM, Edge AI, Micro-Inference \u0026amp; Serverless Containers\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eWASM-based AI workloads\u003c\/li\u003e\n\u003cli\u003eLightweight models for edge devices\u003c\/li\u003e\n\u003cli\u003eServerless containers \u0026amp; ultra-fast inference\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eAI Engineers \u0026amp; LLM Developers\u003c\/li\u003e\n\u003cli\u003eMLOps and DevOps Engineers\u003c\/li\u003e\n\u003cli\u003eSoftware Engineers transitioning into AI\u003c\/li\u003e\n\u003cli\u003eCloud Engineers \u0026amp; GPU Infrastructure Specialists\u003c\/li\u003e\n\u003cli\u003eTechnical founders building AI startups\u003c\/li\u003e\n\u003cli\u003eStudents and professionals breaking into AI engineering\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIncludes Exclusive Appendices\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eDocker CLI cheat sheet for AI\u003c\/li\u003e\n\u003cli\u003eEssential AI-ready Dockerfile templates\u003c\/li\u003e\n\u003cli\u003eModel Runner configuration samples\u003c\/li\u003e\n\u003cli\u003eGPU performance and debugging guide\u003c\/li\u003e\n\u003cli\u003eGlossary of AI, Docker, and DevOps terms\u003c\/li\u003e\n\u003cli\u003eRecommended tools, frameworks, and learning paths\u003c\/li\u003e\n\u003cli\u003eThese appendices alone save you months of trial and error.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47574629941399,"sku":"9798278112082","price":2175.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798278112082.webp?v=1774895948","url":"https:\/\/atlanticbooks.com\/products\/docker-for-ai-engineers-build-deploy-and-scale-llm-applications-with-docker-containers-and-modern-devops-9798278112082","provider":"Atlantic Books","version":"1.0","type":"link"}