Course Outline
Introduction
- dbt philosophy and principles / What is dbt?
- dbt vs traditional ETL
- Overview of dbt features and architecture
- Beyond dbt: What is dbt Cloud?
Understanding dbt Cloud
- The lifecycle of a dbt project in dbt Cloud
- How dbt Cloud fits in with data warehousing and transformation workflows
Getting Started with dbt Cloud
- Setting up the Development Environment on dbt Cloud
- Connecting dbt Cloud to your data warehouse
- Creating a dbt project in dbt Cloud
- Running dbt commands in dbt Cloud
- Collaborating with team members on a dbt project in dbt Cloud
Working with dbt Models
- Understanding dbt models
- Building a dbt model
- Transforming data using dbt
- Working with incremental models in dbt
- Implementing macros and custom functions in dbt
Managing dbt Projects in dbt Cloud
- Using the dbt Cloud interface to manage and deploy projects
- Creating schedules and triggering dbt jobs
- Creating and managing environments in dbt Cloud
- Deploying dbt projects to production
- Setting up notifications and alerts
Integrating dbt Cloud with Other Tools
- Using dbt Cloud with Git and version control
- Integrating dbt Cloud with other cloud-based data warehousing and transformation tools
Troubleshooting and Debugging
- How to debug and troubleshoot dbt projects in dbt Cloud
- Using logs to diagnose issues
- Best practices for maintaining dbt Cloud projects
Summary and Next Steps
Requirements
- An understanding of data modeling and SQL
- Experience with SQL and command-line interface (CLI)
- Python programming experience
Audience
- Data Engineers
- Data Analysts
- Data Scientists
Testimonials (6)
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The trainer adapted the materials and contents to what he thought would be best for us and he succeeded. The quality of the training was excellent.
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Professional and very practical, usuefull in a daily work
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It covered the areas i said i was interested in before the course: data relationships, using python script. Connecting to databases will be covered in the advanced module.
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I genuinely enjoyed the lots of labs and practices.
Vivian Feng - Destination Canada
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Rapide et efficace VM Azure et support au top