{"product_id":"2940183467697","title":"Cloud-Native Python, DevOps \u0026 LLMOps. Containerization, Kubernetes, and Serving AI Models at Scale","description":"\u003cp\u003eYour Code Works Locally. Now, Make It Run for the World.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003eCloud-Native Python, DevOps \u0026amp; LLMOps moves beyond the IDE to the data center. It is a comprehensive guide to architecting, deploying, and scaling Python applications in the modern cloud. This book bridges the gap between Software Development and Operations, with a specialized focus on the exploding field of LLMOps (Large Language Model Operations).\u003c\/p\u003e\u003cp\u003eWhat You Will Build:\u003c\/p\u003e\u003cp\u003e- \u003cstrong\u003eThe Container Engine\u003c\/strong\u003e: Master Docker to create immutable, lightweight Python environments. Use Multi-Stage Builds to strip bloat and secure your supply chain.\u003cbr\u003e- \u003cstrong\u003eThe Orchestrator\u003c\/strong\u003e: Conquer Kubernetes. Learn the physics of Pods, Deployments, and Services. Package complex apps with Helm Charts and implement Horizontal Pod Autoscaling (HPA).\u003cbr\u003e- \u003cstrong\u003eInfrastructure as Software\u003c\/strong\u003e: Stop writing YAML. Use Pulumi and Boto3 to provision AWS VPCs, EKS clusters, and S3 buckets using pure Python code.\u003cbr\u003e- \u003cstrong\u003eServerless Architecture\u003c\/strong\u003e: Build event-driven microservices using AWS Lambda, SQS, and SNS. Decouple your systems to handle infinite scale.\u003cbr\u003e- \u003cstrong\u003eLLMOps \u0026amp; AI Serving\u003c\/strong\u003e: Deploy the heavy artillery. Configure the NVIDIA Container Toolkit for GPU passthrough. Serve 70B+ parameter models using vLLM with PagedAttention and TorchServe for enterprise-grade inference.\u003cbr\u003e- \u003cstrong\u003eSelf-Healing Infrastructure\u003c\/strong\u003e: Implement AIOps pipelines that use Machine Learning to analyze logs, detect anomalies via AWS X-Ray, and automatically repair the system.\u003c\/p\u003e\u003cp\u003eWho This Book Is For:\u003c\/p\u003e\u003cp\u003eWritten for Python developers, ML Engineers, and aspiring Cloud Architects who want to stop \"just writing code\" and start building resilient, global platforms. If you want to know how to take a raw Python script and turn it into a scalable, GPU-accelerated cloud service, this is your blueprint.\u003c\/p\u003e\u003cp\u003eDon't just write software. Architect it.\u003c\/p\u003e","brand":"Edgar Milvus","offers":[{"title":"Default Title","offer_id":47576059478257,"sku":"2940183467697","price":5.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/2940183467697_p0.jpg?v=1766433077","url":"https:\/\/shop.barnesandnoble.com\/products\/2940183467697","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}