Technical AIintermediateVideo + quiz
AI for Data Engineers: Build, Test and Document Pipelines Faster
For data engineers and analytics engineers.
Watch the first lesson freeWelcome · 3 minSign in to watch one lesson from this course free.
What you will be able to do
Draft SQL and dbt models with an AI assistant and test them before trusting themDebug a failed pipeline run with AI and reconcile the resultsExtract typed columns from messy text and run batch model calls within cost limitsDraft cleansing rules, mappings and data quality checks that a person ownsGive an agent read-only warehouse access through MCP and keep personal data out of promptsBuild a tested, documented pipeline in a free lab on DuckDB, dbt Core and a free model
Skills you will gain
- Text-to-SQL
- dbt models and tests
- Structured output extraction
- Batch model calls
- Data quality checks
- Metadata generation
About this course
For data engineers and analytics engineers. Use generative AI to draft SQL and dbt models, extract typed fields from messy text inside a pipeline, propose cleansing rules, mappings and column descriptions, and debug failed runs, without ever shipping a wrong number. Follow a food wholesaler’s supplier returns data from raw files to a tested, documented pipeline, learn where the 2026 warehouse AI features fit, and finish by building the whole pipeline yourself in a free lab on DuckDB, dbt Core and a free model.
Technical AI
Curriculum
Requirements
SQL, joins and group by included
A short Python script you can read and run
Python 3.10 to 3.13 and a terminal
A habit of checking totals
What you walk away with
A Yallo AI academy certificate of completion, issued when every lesson is complete and the final assessment is passed at 70% or aboveA public verification page, so a stranger can check the certificate without asking you for a filePDF download, and a one-click share to your LinkedIn profile
Yallo AI academy certifies completion of
AI for Data Engineers: Build, Test and Document Pipelines Faster