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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
21 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 4800 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (4)
Hands-on examples allowed us to get an actual feel for how the program works. Good explanations and integration of theoretical concepts and how they relate to practical applications.
Ian - Archeoworks Inc.
Course - ArcGIS Fundamentals
All the topics which he covered including examples. And also explained how they are helpful in our daily job.
madduri madduri - Boskalis Singapore Pte Ltd
Course - QGIS for Geographic Information System
I really enjoyed the training. I found all modules to be applicable to problems that I am trying to solve at work. The integration of the training with jupyter notebooks was really impressive.
Mark Firmin - Environment and Climate Change Canada
Course - Python for Geographic Information System (GIS)
The thing I liked the most about the training was the organization and the location
