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Course Description

In this course, you will continue to learn about data engineering in a cloud-based service. You will learn how to ingest and transform data, as well as how to design and develop a batch solution and scale resources.

Learner Outcomes

Upon completing this course, you will know how to:

  • analyze data in a data lake
  • analyze data in a data lake with Spark
  • transform data using Spark in Synapse Analytics
  • use Delta Lake in Azure Synapse Analytics
  • perform the extract, transform and load data process in a modern data warehouse architecture.

Earn a SAIT micro-credential

SAIT micro-credential badge

This course qualifies for the SAITMicro badge. Students who successfully complete this course with a final grade of A- (80%) or higher will earn a micro-credential and receive a shareable digital badge. Learn more.

To request a course outline, contact ConEdAdvising@sait.ca.

Prerequisites

DATA 031 - Data Storage and Serving is a prerequisite for this course.

Applies Towards the Following Certificates

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Enrol Now - Select a section to enrol in
Section Title
Data Preparation
Type
Lecture - Online Synchronous
Days
T, Th
Time
6:00PM to 9:00PM
Dates
Jul 15, 2025 to Aug 21, 2025
Schedule and Location
View Details
Contact Hours
36.0
Delivery Options
Virtual  
Course Fee(s)
Tuition Fee non-credit $715.00
Potential Discount(s)
Section Notes

Prerequisites:

DATA 031 - Data Storage and Serving

Schedule:  

This course will be delivered virtually using MS Teams & Brightspace/D2L. MS Teams sessions will be held every Tuesday and Thursday beginning July 15, 2025 and ending on August 21, 2025 from 6:00 pm - 9:00 pm.

We encourage you to use your webcam and microphone to contribute to a more collaborative learning experience.

Section Title
Data Preparation
Type
Lecture - Online Synchronous
Days
T, Th
Time
6:00PM to 9:00PM
Dates
Mar 24, 2026 to Apr 30, 2026
Schedule and Location
View Details
Contact Hours
36.0
Delivery Options
Virtual  
Course Fee(s)
Tuition Fee non-credit $715.00
Potential Discount(s)
Section Notes

Prerequisites:

DATA 031 - Data Storage and Serving

Schedule:  

This course will be delivered virtually using MS Teams & Brightspace/D2L. MS Teams sessions will be held every Tuesday and Thursday beginning March 24, 2026 and ending on April 30, 2026 from 6:00 pm - 9:00 pm.

We encourage you to use your webcam and microphone to contribute to a more collaborative learning experience.

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