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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
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €6840 online delivery, based on a group of 2 delegates, €2160 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
Please see our public courses
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