Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Welcome to the Data Insights course!
This three-day instructor-led class teaches course participants how to derive insights through data analysis and visualization using the Google Cloud Platform. The course features interactive scenarios and hands-on labs where participants explore, mine, load, visualize, and extract insights from diverse Google BigQuery datasets. The course covers data loading, querying, schema modeling, optimizing performance, query pricing, and data visualization.
This course teaches participants the following skills:
This class is intended for the following:
To get the most out of this course, participants should have:
Module 1: Introduction to Google Cloud Platform
Module 2: Analyzing Large Datasets with BigQuery
Module 3: Exploring your Public Dataset with SQL
Module 4: Cleaning and Transforming your Data with Cloud Dataprep
Module 5: Visualizing Insights and Creating Scheduled Queries
Module 6: Storing and Ingesting new Datasets
Module 7: Enriching your Data Warehouse with JOINs
Module 8: Partitioning your Queries and Tables for Advanced Insights
Module 9: Designing Schemas that Scale: Arrays and Structs in BigQuery
Module 10: Optimizing Queries for Performance
Module 11: Controlling Access with Data Security Best Practices
Module 12: Predicting Visitor Return Purchases with BigQuery ML
Module 13: Deriving Insights from Unstructured Data using Machine Learning
Module 14: Completion