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

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