Data
Data Engineering
ETL pipelines, data warehousing, streaming, orchestration and lakehouse architecture
Skills in this topic
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ETL Basics
beginner
Write a Python ETL pipeline with pandas
Workflow Orchestration
intermediate
Build a DAG in Airflow with sensors and operators
Streaming Data
intermediate
Produce and consume Kafka topics with Python
Data Warehousing
intermediate
Model a star schema with dbt
Lakehouse Architecture
advanced
Manage ACID transactions on a data lake with Delta Lake
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