{"product_id":"data-science-solutions-on-azure-tools-and-techniques-using-databricks-azure-synapse-and-mlops-9781484264041","title":"Data Science Solutions on Azure: Tools and Techniques Using Databricks, Azure Synapse, and Mlops","description":"\u003cp\u003e • Author(s): Julian Soh\u003cbr\u003e • Publisher: Springer Verlag\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • Subject: Communication, Mass Media and Journalism\u003cbr\u003e • BISAC: Programming - Microsoft\u003c\/p\u003e\u003cp\u003eUnderstand and learn the skills needed to use modern tools in Microsoft Azure. This book discusses how to practically apply these tools in the industry, and help drive the transformation of organizations into a knowledge and data-driven entity. It provides an end-to-end understanding of data science life cycle and the techniques to efficiently productionize workloads. \u003cbr\u003eThe book starts with an introduction to data science and discusses the statistical techniques data scientists should know. You'll then move on to machine learning in Azure where you will review the basics of data preparation and engineering, along with Azure ML service and automated machine learning. You'll also explore Azure Databricks and learn how to deploy, create and manage the same. In the final chapters you'll go through machine learning operations in Azure followed by the practical implementation of artificial intelligence through machine learning. \u003cbr\u003e\u003ci\u003eData Science Solutions on Azure\u003c\/i\u003e will reveal how the different Azure services work together using real life scenarios and how-to-build solutions in a single comprehensive cloud ecosystem. \u003cbr\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand big data analytics with Spark in Azure Databricks \u003c\/li\u003e\n\u003cli\u003eIntegrate with Azure services like Azure Machine Learning and Azure Synaps\u003c\/li\u003e\n\u003cli\u003eDeploy, publish and monitor your data science workloads with MLOps \u003c\/li\u003e\n\u003cli\u003eReview data abstraction, model management and versioning with GitHub\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e\u003c\/b\u003eData Scientists looking to deploy end-to-end solutions on Azure with latest tools and techniques. \u003cp\u003e\u003c\/p\u003e","brand":"Apress","offers":[{"title":"Paperback","offer_id":45032188248215,"sku":"9781484264041","price":4065.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781484264041.webp?v=1769207786","url":"https:\/\/atlanticbooks.com\/products\/data-science-solutions-on-azure-tools-and-techniques-using-databricks-azure-synapse-and-mlops-9781484264041","provider":"Atlantic Books","version":"1.0","type":"link"}