Design Principles for Partitioning with Azure

Partitioning is the main capability that can ensure a data platform can scale limitlessly. This course will teach you how to design an effective partition strategy for each use case.
Course info
Rating
(14)
Level
Beginner
Updated
May 7, 2021
Duration
52m
Table of contents
Description
Course info
Rating
(14)
Level
Beginner
Updated
May 7, 2021
Duration
52m
Description

Partitioning is one of the key solutions to scale a data platform both in throughput and availability. In this course, Design Principles for Partitioning with Azure, you’ll learn to architecture partition strategies for each Azure Data Service. First, you’ll explore what partition is and when it is useful. Next, you’ll discover how to design partitioning for performance. Finally, you’ll learn how to implement partitioning and distribution in each Azure service. When you’re finished with this course, you’ll have the skills and knowledge of partition strategies needed to scale your organization’s data platform effortlessly.

About the author
About the author

Axel Sirota has a Masters degree in Mathematics with a deep interest in Deep Learning and Machine Learning Operations. After researching in Probability, Statistics and Machine Learning optimization, he is currently working at JAMPP as a Machine Learning Research Engineer leveraging customer data for making accurate predictions at Real Time Bidding.

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Section Introduction Transcripts
Section Introduction Transcripts

Course Overview
Hi everyone. My name is Axel Sirota. Welcome to my course, Design Principles for Partitioning with Azure. I am a machine learning research engineer at JAMPP, ML Ops specialist, and I am very excited to present this to you. Partitioning is one of the key solutions to scale it at a platform both in throughput and availability. In this course, design principles for partitioning with Azure, you learn to architect your partition strategies for each data service. Our journey begins is covering what partitioning is and when it is useful. Next, we will discover how to design partitioning for scalability, performance, and availability. Finally, you'll learn to implement partitioning and distribution in each Azure service. When you're finished with this course, you'll have the skills and knowledge of partition strategies needed to scale your organization's data platform effortlessly. I hope you'll join me in this journey to learn partitioning with the Design Principles for Partitioning with Azure course, at Pluralsight.