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AcasăData Engineering

Curs

Intermediate dbt

AvansatNivel de competențe
Actualizat 03.2026
Take your dbt skills to the next level with this hands-on course designed for data engineers and analytics professionals.
Începe cursul gratuit
dbtData Engineering
2 h
7 videoclipuri
26 Exerciții
2,150 XP
6,344
Certificat de realizare

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Descrierea cursului

Master dbt Workflows

Take your dbt skills to the next level and learn how to implement robust, scalable data transformation workflows in a production environment. This course is designed for data engineers, analysts, and analytics engineers who want to move beyond the basics and gain hands-on experience with advanced dbt functionality.

Ensure Data Quality with Advanced Testing

Building reliable data pipelines starts with validation. You'll explore advanced testing techniques to catch data inconsistencies, create custom reusable tests to standardize validation across models, and apply tests to sources and seeds for better governance and data lineage tracking.

Leverage dbt Sources, Seeds, and Snapshots

Discover how dbt sources can improve documentation and lineage while ensuring traceability of raw data. Learn to use dbt seeds for managing small, static datasets efficiently. Then, master slowly changing dimensions (SCD2) with dbt snapshots, allowing you to track historical changes in your data warehouse with minimal effort.

Automate and Optimize with dbt Build

Efficiency is key in production environments. You’ll learn how to streamline workflows with dbt build, automating model execution, tests, and snapshots to ensure reliable transformations. By optimizing your pipeline, you'll enhance performance, maintainability, and scalability of your dbt projects.

Apply Your Skills in Real-World Scenarios

Through interactive exercises and hands-on practice, you’ll reinforce your knowledge and gain the confidence to apply dbt in real-world settings. By the end of the course, you'll be equipped to design, test, and automate production-ready dbt workflows, ensuring high-quality and well-documented transformations at scale.

Cerințe prealabile

Introduction to dbt
1

Testing & Documentation

Learn how to ensure data quality with advanced testing techniques in dbt. Explore built-in, singular, and reusable tests to validate models, sources, and seeds. Understand how to define custom tests using Jinja, troubleshoot failures, and optimize your validation workflow to catch inconsistencies before they impact downstream analysis.
Începe capitolul
2

Implementing dbt in production

Take your dbt skills to the next level by implementing scalable, production-ready workflows. Learn how to use dbt sources and seeds to improve data lineage, implement snapshots for tracking historical changes, and automate your transformations with dbt build. By the end, you’ll be equipped to manage large-scale data pipelines with confidence.
Începe capitolul
Intermediate dbt
Curs
finalizat

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