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Course Outline
Introduction
- Overview of Google BigQuery for government
Getting Started
- Setting up a Google Cloud account for government use
- Introduction to the BigQuery Web UI for government users
- Creating and managing datasets and tables in a government context
- Loading data into BigQuery for government applications
- Basic SQL queries in BigQuery for government analysts
SQL Query in BigQuery
- Advanced SQL querying techniques for government datasets
- Aggregating data with GROUP BY for government reporting
- Filtering and sorting data to meet government requirements
- Working with date and time functions for government use cases
- Joining multiple tables for comprehensive government analysis
- Subqueries and window functions for enhanced government data manipulation
Advanced BigQuery Features
- Exporting data from BigQuery for government reporting and compliance
- Using user-defined functions (UDFs) to enhance government analytics
- Managing and scheduling queries for efficient government operations
- Introduction to BigQuery scripting for government applications
- Handling arrays and structs in government data structures
- Working with JSON data for flexible government data management
BigQuery Optimization
- Query performance optimization techniques for government use
- Partitioning and clustering tables to improve government query efficiency
- Using the Query Execution Plan for government troubleshooting
- Troubleshooting and debugging queries in a government environment
- Cost control and billing best practices for government agencies
- Security and access control in BigQuery for government data protection
Advanced Topics and Integration
- Real-time data analysis with streaming data for government operations
- Integrating BigQuery with Google Data Studio for government visualizations
- Introduction to BigQuery ML for government machine learning projects
- Building and deploying machine learning models with BigQuery ML for government insights
- Data lake integration with BigQuery for comprehensive government data management
Summary and Next Steps
Requirements
- Foundational knowledge of databases and SQL principles
Audience for Government
- Data Analysts
- Database Administrators
28 Hours
Testimonials (2)
The final day which is the Machine Learning Topic
John Erick Baltazar - Globe Telecom
Course - Google BigQuery
The scheduling of every topic and the breaks inserted it helps in digesting the information specially to the newbie to the topic