The Complete dbt (Data Build Tool) Bootcamp: Zero to Hero

Become a dbt professional with this ALL-IN-ONE COURSE covering both theory and practice through a real-world project!

4.56 (8027 reviews)

Udemy

platform

English

language

Data Science

What you will learn

Learn to use the dbt platform professionally through the creation of an exhaustive, real-world, hands-on dbt - Airbnb project covering both Theory and Practice

Set up the complete development environment on Mac & Windows, Connect to Snowflake and BI, Configure dbt profile, extend the IDE with dbt tools

Learn core dbt concepts such as Models, Materialization, Sources, Seeds, Snapshots, Packages, Hooks, Exposures, Analyses, write complex SQL queries

Understand the dbt project structure and learn about dbt tips & tricks, advanced techniques and best practices, extend dbt with your own / third-party macros

Implement singular and generic dbt tests, work with additional arguments and default config values, customize dbt built-in tests

Document your models and pipeline, customize the dbt docs page, Explore and analyse dependencies between transformation steps

Understand how dbt fits into the modern data stack, learn about the stages of the Data-Maturity Model, and well functioning Data Architectures

Master ETL/ELT procedures, Data Transformations, Modern Data Stack, Slowly Changing Dimensions, Common Table Expressions and Analytics Engineering

Understand what is a Data Warehouse, Data Lake, or Data Lakehouse and when to use which, handle Data Collection, Data Wrangling and Data Integrations

See how advanced testing works using dbt-expectations, a Great Expectations inspired testing framework

Test your knowledge with certification preparation question

Listen to real-world use-cases from industry professionals

Learn dbt Orchestration Best Practices Hands On

Course Gallery

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The Complete dbt (Data Build Tool) Bootcamp: Zero to Hero – Screenshot 3 — Screenshot 3 – The Complete dbt (Data Build Tool) Bootcamp: Zero to Hero

The Complete dbt (Data Build Tool) Bootcamp: Zero to Hero – Screenshot 4 — Screenshot 4 – The Complete dbt (Data Build Tool) Bootcamp: Zero to Hero

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Comidoc Review

Our Verdict

The Complete dbt Bootcamp: Zero to Hero Udemy course offers a strong foundation in dbt concepts and implementation, using a real-world Airbnb project as an example. While audio quality can be inconsistent at times, and some theoretical explanations may be challenging to grasp, the incorporation of expert insight adds significant value to the learning experience. This all-in-one course is suited for both beginners and professionals looking to expand their data transformation skills with dbt, but would benefit from deeper exploration in certain areas, as well as improved audio consistency throughout.

What We Liked

Covers both beginner and advanced topics, making it a comprehensive resource for dbt learning.
Real-world project implementation with Snowflake as DW and dbt core as data transformation tool.
Includes expert insight from industry professionals discussing real-world use-cases.
High-quality GitHub repository provided for easy following along with the course.

Potential Drawbacks

Inconsistent audio quality in some parts of the course.
Theoretical explanations can be unclear and hard to follow at times,
Non-essential promotional content that does not add value for learners.
Lacks depth in certain areas; could benefit from more hands-on exercises.