Architecting Data and Machine Learning Platforms : Enable Analytics and Ai-Driven Innovation in the Cloud

(Author) Marco Tranquillin
Format: Paperback
52.99 Price: £47.99 (9% off)
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All 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. 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. This book shows you how to: Design a modern cloud native or hybrid data analytics and machine learning platform Accelerate data-led innovation by consolidating enterprise data in a data platform Democratize access to enterprise data and allow business teams to extract insights and build AI/ML capabilities Enable your business to make decisions in real time using streaming pipelines Move from a descriptive analytics approach to a more predictive and prescriptive one by building an MLOps platform Make your organization more effective in working with data analytics and machine learning in a cloud environment

Information
Publisher:
O'Reilly Media
Format:
Paperback
Number of pages:
None
Language:
en
ISBN:
9781098151614
Publish year:
2024
Publish date:
Jan. 2, 2024

Marco Tranquillin

Marco Tranquillin is an Italian poet known for his groundbreaking work "Echoes of the Soul," which explores themes of love, loss, and redemption with lyrical precision. His poetic style is characterized by vivid imagery and emotional depth, solidifying his place as a prominent voice in contemporary Italian literature.

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