{"product_id":"machine-learning-at-scale-with-h2o-a-practical-guide-to-building-and-deploying-machine-learning-models-on-enterprise-systems-paperback","title":"Machine Learning at Scale with H2O: A practical guide to building and deploying machine learning models on enterprise systems - Paperback","description":"\u003cp\u003eby \u003cb\u003eGregory Keys\u003c\/b\u003e (Author), \u003cb\u003eDavid Whiting\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBuild predictive models using large data volumes and deploy them to production using cutting-edge techniques\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild highly accurate state-of-the-art machine learning models against large-scale data\u003c\/li\u003e\n\u003cli\u003eDeploy models for batch, real-time, and streaming data in a wide variety of target production systems\u003c\/li\u003e\n\u003cli\u003eExplore all the new features of the H2O AI Cloud end-to-end machine learning platform\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eH2O is an open source, fast, and scalable machine learning framework that allows you to build models using big data and then easily productionalize them in diverse enterprise environments.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eMachine Learning at Scale with H2O begins with an overview of the challenges faced in building machine learning models on large enterprise systems, and then addresses how H2O helps you to overcome them. You'll start by exploring H2O's in-memory distributed architecture and find out how it enables you to build highly accurate and explainable models on massive datasets using your favorite ML algorithms, language, and IDE. You'll also get to grips with the seamless integration of H2O model building and deployment with Spark using H2O Sparkling Water. You'll then learn how to easily deploy models with H2O MOJO. Next, the book shows you how H2O Enterprise Steam handles admin configurations and user management, and then helps you to identify different stakeholder perspectives that a data scientist must understand in order to succeed in an enterprise setting. Finally, you'll be introduced to the H2O AI Cloud platform and explore the entire machine learning life cycle using multiple advanced AI capabilities.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll be able to build and deploy advanced, state-of-the-art machine learning models for your business needs.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild and deploy machine learning models using H2O\u003c\/li\u003e\n\u003cli\u003eExplore advanced model-building techniques\u003c\/li\u003e\n\u003cli\u003eIntegrate Spark and H2O code using H2O Sparkling Water\u003c\/li\u003e\n\u003cli\u003eLaunch self-service model building environments\u003c\/li\u003e\n\u003cli\u003eDeploy H2O models in a variety of target systems and scoring contexts\u003c\/li\u003e\n\u003cli\u003eExpand your machine learning capabilities on the H2O AI Cloud\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for data scientists and machine learning engineers who want to gain hands-on machine learning experience by building and deploying state-of-the-art models with advanced techniques using H2O technology. An understanding of the data science process and experience in Python programming is recommended. This book will also benefit students by helping them understand how machine learning works in real-world enterprise scenarios.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 396\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.81 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e July 29, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42732039995455,"sku":"9781800566019","price":72.55,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/9844de3195220e439a40672d2024f2e4.webp?v=1765131052","url":"https:\/\/dhlswag.com\/products\/machine-learning-at-scale-with-h2o-a-practical-guide-to-building-and-deploying-machine-learning-models-on-enterprise-systems-paperback","provider":"BBB","version":"1.0","type":"link"}