The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud in technical detail. Also, this course describes the role of a data engineer, the benefits of a successful data pipeline to business operations, and examines why data engineering should be done in a cloud environment.
Modernizing Data Lakes and Data Warehouses with Google Cloud
This course is part of multiple programs.
Instructor: Google Cloud Training
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What you'll learn
Differentiate between data lakes and data warehouses.
Explore use-cases for each type of storage and the available data lake and warehouse solutions on Google Cloud.
Discuss the role of a data engineer and the benefits of a successful data pipeline to business operations.
Examine why data engineering should be done in a cloud environment.
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There are 5 modules in this course
This module introduces the Data Engineering on Google Cloud source series and this Modernizing Data Lakes and Data Warehouses with Google Cloud course.
What's included
2 videos
This module discusses the role of data engineering and motivates the claim why data engineering should be done in the Cloud
What's included
14 videos1 assignment1 app item
In this module, we describe what data lake is and how to use Cloud Storage as your data lake on Google Cloud.
What's included
8 videos1 assignment1 app item
In this module, we talk about BigQuery as a data warehousing option on Google Cloud
What's included
17 videos1 assignment3 app items
A summary of the key learning points
What's included
1 video
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DeepLearning.AI
Google Cloud
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.