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

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

All cloud architects need to know how to build data platforms that enable businesses to make data-driven...
$131.72 SGD
$131.72 SGD
SKU: 9781098151614
Product Type: Books
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Author: Marco Tranquillin
Format: Paperback
Language: English
Subtotal: $131.72
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Architecting Data and Machine Learning Platforms: Enable Analytics and Ai-Driven Innovation in the Cloud by Tranquillin, Marco

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

$131.72
Architecting Data and Machine Learning Platforms: Enable Analytics and Ai-Driven Innovation in the Cloud by Tranquillin, Marco

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

$131.72
Author: Marco Tranquillin
Format: Paperback
Language: English
Description

All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools like Snowflake and Databricks.

Authors Marco Tranquillin, Valliappa Lakshmanan, and Firat Tekiner cover the entire data lifecycle from ingestion to activation in a cloud environment using real-world enterprise architectures. You'll learn how to transform, secure, 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.

You'll learn how to:

  • Design a modern and secure cloud native or hybrid data analytics and machine learning platform
  • Accelerate data-led innovation by consolidating enterprise data in a cloud native/hybrid data platform
  • Democratize access to enterprise data and govern how business teams extract insights and build AI/ML capabilities
  • Enable your business to make decisions in real time using streaming pipelines
  • Build an MLOps platform to move to a predictive and prescriptive analytics approach


Author: Marco Tranquillin, Valliappa Lakshmanan, Firat Tekiner
Publisher: O'Reilly Media
Published: 11/21/2023
Pages: 359
Binding Type: Paperback
Weight: 1.27lbs
Size: 9.19h x 7.00w x 0.75d
ISBN: 9781098151614
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