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Course Description
Delve into the core concepts of BigQuery architecture, understanding its historical significance and comparing it to traditional database systems. Uncover the diverse range of applications where BigQuery shines, setting the stage for a deeper exploration of its capabilities.
Mastering Analytical Queries and Data Manipulation
Learn to wield the power of BigQuery by executing analytical queries and manipulating data with precision. Navigate datasets and tables effortlessly while gaining proficiency in utilizing bq command line tools for data ingestion. Dive into the complexities of data types and unstructured data, honing your skills to extract meaningful insights.Optimizing Workflow Efficiency and Query Performance
Elevate your data analysis workflow to new heights by mastering advanced techniques within BigQuery. From optimizing query performance through strategic optimization strategies to mastering the intricacies of joining data, this section equips you with the tools needed to streamline your analytical processes. Unlock the potential of Data Manipulation Language (DML) statements, empowering you to perform complex data transformations with ease.Prerequisites
Curriculum
Course outline
1
BigQuery Architecture and Structure
In this chapter, you will learn about the unique features of BigQuery, how it runs large analytical queries, and how it compares to other data warehouses and databases.
- Introduction to BigQuery50 XP
- Starting with e-commerce100 XP
- Unique attributes of BigQuery50 XP
- BigQuery compared to a traditional SQL database100 XP
- BigQuery Architecture50 XP
- Classifying BigQuery components100 XP
- Ordering the BigQuery architecture100 XP
- BigQuery data organization50 XP
- Table structure100 XP
- BigQuery data rules50 XP
- Tables in the wild100 XP
2
Writing queries and data types
This chapter will cover the fundamentals of how to write queries in BigQuery while also providing a review of SQL concepts. You will also learn how to ingest bulk data into BigQuery and the different data types within BigQuery.
3
Querying data in BigQuery
Learn how to query data using common table expressions, aggregations, and window functions.
4
Data management and optimization
Understand all join types in BigQuery, mange data with data manipulation, and optimize your queries.
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Introduction to BigQuery
Course
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