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Course Outline
Introduction
- Overview of Google BigQuery.
Getting Started
- Setting up a Google Cloud account.
- Introduction to the BigQuery Web UI.
- Creating and managing datasets and tables.
- Loading data into BigQuery.
- Executing 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.
- Utilizing 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
- Techniques for optimizing query performance.
- Partitioning and clustering tables.
- Using the Query Execution Plan.
- Troubleshooting and debugging queries.
- Best practices for cost control and billing.
- 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
- Fundamental knowledge of databases and SQL concepts.
Audience
- Data analysts.
- Database administrators.
28 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 6400 € + VAT*
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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
