Build Data Lakes and Data Warehouses on Google Cloud
Build Data Lakes and Data Warehouses on Google Cloud
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While the traditional approaches of using data lakes and data warehouses can be effective, they have shortcomings, particularly in large enterprise environments. This course introduces the concept of a data lakehouse and the Google Cloud products used to create one. A lakehouse architecture uses open-standard data sources and combines the best features of data lakes and data warehouses, which addresses many of their shortcomings.
Course Info
Objectives
- Differentiate between a data lake, data warehouse, data lakehouse
- Explain the data lakehouse concept and how it addresses the limitations of traditional data lakes and data warehouses
- Identifying various data sources that BigQuery can query
- Recognize the capabilities of using BigQuery to create and access AI models
Prerequisites
To benefit from this course participants should have familiarity, training, or experience with the principles and activities associated with data engineering, data warehouse or data lake architecture, SQL query language, or data management principles.
Audience
Data Engineer, Data Analyst, Database Administrators, Big Data Architects
Available languages
English, 日本語, español (Latinoamérica), français, português (Brasil), italiano, and 한국어
What do I do when I finish this course?
After finishing this course, you can explore additional content in your learning path or browse the catalog.
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Interested in taking this course with one of our authorized on-demand partners?
Explore Google Cloud content on Coursera and Pluralsight.
Prefer learning with an instructor?
View the public classroom schedule here.
Can I take this course for free?
When you enroll into most courses, you will be able to consume course materials like videos and documents for free. If a course consists of labs, you will need to purchase an individual subscription or credits to be able consume the labs. Labs can also be unlocked by any campaigns you participate in. All required activities in a course must be completed to be awarded the completion badge.