{"product_id":"architecting-data-and-machine-learning-platforms-enable-analytics-and-ai-driven-innovation-in-the-cloud-9781098151614","title":"Architecting Data and Machine Learning Platforms: Enable Analytics and Ai-Driven Innovation in the Cloud","description":"\u003cp\u003eAll cloud architects need to know how to build data platforms--the key to enabling businesses with data and delivering enterprise-wide intelligence in a fast and efficient way. This handbook is ideal for learning how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, or multicloud tools like Fivetran, dbt, Snowflake, and Databricks. \u003c\/p\u003e\u003cp\u003e Authors Marco Tranquillin, Valliappa Lakshmanan, and Firat Tekiner cover the entire data lifecycle in a cloud environment, from ingestion to activation, using real-world enterprise architectures. You'll learn how to transform and modernize familiar solutions, like data warehouses and data lakes, and you'll be able to leverage recent AI\/ML patterns to get accurate and quicker insights to drive competitive advantage. \u003c\/p\u003e\u003cp\u003e This book shows you how to: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDesign a modern cloud native or hybrid data analytics and machine learning platform \u003c\/li\u003e\n\u003cli\u003eAccelerate data-led innovation by consolidating enterprise data in a data platform \u003c\/li\u003e\n\u003cli\u003eDemocratize access to enterprise data and allow business teams to extract insights and build AI\/ML capabilities \u003c\/li\u003e\n\u003cli\u003eEnable your business to make decisions in real time using streaming pipelines \u003c\/li\u003e\n\u003cli\u003eMove from a descriptive analytics approach to a more predictive and prescriptive one by building an MLOps platform \u003c\/li\u003e\n\u003cli\u003eMake your organization more effective in working with data analytics and machine learning in a cloud environment \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/28\/2023\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098151614\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 352","brand":"Marco Tranquillin, Valliappa Lakshmanan, Firat Tekiner","offers":[{"title":"Default Title","offer_id":43150295957685,"sku":"9781098151614","price":56.09,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/files\/img_11f38551-f238-4d12-96ab-20d635adc0f0.jpg?v=1696345530","url":"https:\/\/pastforward.org\/products\/architecting-data-and-machine-learning-platforms-enable-analytics-and-ai-driven-innovation-in-the-cloud-9781098151614","provider":"Past Forward","version":"1.0","type":"link"}