Empower Your Analytics: Mastering dbt Core Fundamentals for Efficient and Collaborative Data Transformations
Course Description:
What you’ll learn
- Understand the core concepts and principles of dbt (data build tool), including the concepts of models, sources, and tests..
- Gain proficiency in writing dbt models to transform raw data into meaningful and analytically valuable datasets..
- Learn how to structure dbt projects effectively and use version control to manage changes in your analytics codebase.
- Understand the importance of data testing in the analytics workflow and how to create and execute tests in dbt..
Course Content
- Introduction to dbt –> 4 lectures • 9min.
- set up dbt core –> 3 lectures • 13min.
- dbt project setup –> 3 lectures • 20min.
- Models –> 8 lectures • 39min.
- sources –> 3 lectures • 21min.
- Tests –> 5 lectures • 24min.
- Documentation –> 1 lecture • 9min.
Requirements
Course Description:
Unlock the full potential of your data analytics workflow with our comprehensive “dbt Core Fundamentals part 1” course. In this hands-on and accessible learning experience, you’ll dive into the world of dbt (data build tool) to revolutionize the way you transform and model data for analytics.
Course Highlights:
Build a Solid Foundation: Gain a deep understanding of dbt’s core concepts, including models, snapshots, seeds, and tests. Learn how to structure dbt projects for maximum efficiency and maintainability.
Efficient Data Transformations: Master the art of crafting efficient and scalable data transformations using dbt. Explore advanced techniques, optimize queries, and apply best practices for top-notch analytics.
Data Quality Assurance: Learn the importance of data testing and validation in the analytics pipeline. Develop skills to create and execute tests, ensuring the integrity and accuracy of your transformed data.
Collaborative Development: Elevate your collaborative analytics development skills. Work seamlessly with teammates, manage codebase changes using version control, and create impactful documentation to enhance team collaboration.
Hands-On Practice: Apply your knowledge through hands-on exercises and real-world scenarios. Gain practical experience in a dbt environment to reinforce your learning and build confidence in your analytics capabilities.
Who Should Enroll:
Data Analysts, Data Scientists, and Business Intelligence Professionals
Data Engineers and Database Administrators
Analytics Managers and Team Leads
SQL Practitioners and Beginners in Analytics
Prerequisites:
Basic SQL knowledge
Familiarity with data concepts
Understanding of data warehousing (not mandatory)
Basic command line interface (CLI) skills (useful)
Course Outcome:
Upon completion, you’ll be equipped with the skills to transform raw data into actionable insights efficiently, collaborate effectively in a team environment, and ensure the quality and reliability of your analytics data. Empower your analytics journey – enroll in the “dbt Core Fundamentals part 1” course and take your data transformation skills to the next level!