Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction
- Overview of Google BigQuery
Getting Started
- Setting up a Google Cloud account
- Introduction to BigQuery Web UI
- Creating and managing datasets and tables
- Loading data into BigQuery
- Basic SQL queries in BigQuery
SQL Query in BigQuery
- Advanced SQL querying techniques
- Aggregating data with GROUP BY
- Filtering and sorting data
- Working with date and time functions
- Joining multiple tables
- Subqueries and window functions
Advanced BigQuery Features
- Exporting data from BigQuery
- Using user-defined functions (UDFs)
- Managing and scheduling queries
- Introduction to BigQuery scripting
- Handling arrays and structs
- Working with JSON data
BigQuery Optimization
- Query performance optimization techniques
- Partitioning and clustering tables
- Using the Query Execution Plan
- Troubleshooting and debugging queries
- Cost control and billing best practices
- Security and access control in BigQuery
Advanced Topics and Integration
- Real-time data analysis with streaming data
- Integrating BigQuery with Google Data Studio
- Introduction to BigQuery ML for machine learning
- Building and deploying machine learning models with BigQuery ML
- Data lake integration with BigQuery
Summary and Next Steps
Requirements
- Basic understanding of databases and SQL concepts
Audience
- 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
