learning path

Google BigQuery

Intermediate
3h 5m
3,199
5/5
Build hands-on tech skillsImprove theoretical and practical skills needed in real-world scenarios.
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Does your organization generate a huge amount of data every day? Does all of that data sit in a number of different databases, making it difficult to analyze? Even if you already have a data warehouse, can it keep up with your constantly growing volume of data? Google’s solution to these problems is Google BigQuery, a massive, lightning-fast data warehouse in the cloud.

This learning path will first show you the fundamentals of how to use BigQuery and then how to optimize BigQuery to reduce costs, speed up your queries, and apply proper access control.

So, if you’re interested in learning more about Google BigQuery, then click on the first course to get started!

Learning Objectives

  • Load data into BigQuery using files or by streaming one record at a time
  • Run a query using standard SQL and save your results to a table
  • Export data from BigQuery using Google Cloud Storage
  • Reduce your BigQuery costs by reducing the amount of data processed by your queries
  • Create, load, and query partitioned tables for daily time-series data
  • Speed up your queries by using denormalized data structures, with or without nested repeated fields
  • Implement fine-grained access control using roles and authorized views 

Intended Audience

  • Anyone who is interested in analyzing data on Google Cloud Platform

Prerequisites

  • Experience with databases
  • Familiarity with writing queries using SQL is recommended
  • A Google Cloud Platform account is recommended (sign up for a free trial at https://cloud.google.com/free/ if you don’t have an account)

Your certificate for this learning path
About the Author
Avatar
Guy Hummel
Azure and Google Cloud Content Lead
Students
232,615
Courses
100
Learning paths
169

Guy launched his first training website in 1995 and he's been helping people learn IT technologies ever since. He has been a sysadmin, instructor, sales engineer, IT manager, and entrepreneur. In his most recent venture, he founded and led a cloud-based training infrastructure company that provided virtual labs for some of the largest software vendors in the world. Guy’s passion is making complex technology easy to understand. His activities outside of work have included riding an elephant and skydiving (although not at the same time).

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