Real-World ML Systems with Kubernetes by Elamaran Shanmugam Paperback Book
$ 18.36
Description
Real-World ML Systems with Kubernetes by Elamaran Shanmugam Paperback Book. Real-World ML Systems on Kubernetes teaches you to build scalable machine learning systems based on the industry-standard Kubernetes platform. By creating a platform-agnostic, open source system that's an exact match for your project, you'll sidestep vendor lock-in and inflexible off-the-shelf solutions. Real-World ML Systems with Kubernetes by Elamaran Shanmugam, Re Alvarez Parmar Estimated delivery 3-12 business days Format Paperback Condition Brand New Description Build scalable, efficient, and cost-effective machine learning systems on Kubernetes. Real-World ML Systems on Kubernetes teaches you to build scalable machine learning systems based on the industry-standard Kubernetes platform. By creating a platform-agnostic, open source system that's an exact match for your project, you'll sidestep vendor lock-in and inflexible off-the-shelf solutions. In Real-World ML Systems on Kubernetes you'll learn how to: Train machine learning models at scaleReliably serve machine learning models at any sizeDesign and deliver a scalable data analytics platformImprove data science efficiency with KubernetesPut modern DevOps practices into work in data scienceReal-World ML Systems on Kubernetes introduces a toolbox of open source software you can use to create custom ML platforms. In it, you'll learn how to use Ray, Kubeflow, Airflow, Spark, JupyterHub, and Keycloak along with Kubernetes to deliver best-in-class MLOps. The book bridges the gap between theory and practice, helping you turn an academic understanding of machine learning into working models based on real-world requirements. Don't worry-there's no complex overviews of orchestration or cloud native development. You'll learn just enough Kubernetes to establish and manage your ML pipeline. Details ISBN-13 9798296736413 Title Real-World ML Systems with Kubernetes Author Elamaran Shanmugam, Re Alvarez Parmar Format Paperback Year 2025 Pages 344 Publisher Independently Published GEItemID:178802220; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys
