ETL Basics

After this skill you can…

• Write a Python ETL pipeline with pandas
• Handle schema changes and bad data gracefully
• Log pipeline runs and alert on failures

Prerequisites

Watch (10 videos)

Data Engineering Live Cohort for Analysts

codebasics · beginner

→ Design ETL workflows→ Implement data integration

Bloomberg Tech | Afternoon Streams

Bloomberg Live · intermediate

→ Design ETL pipelines→ Implement data workflows

Everyone wants to become a data analyst or data engineer… But only few knows What is ETL ?

Error Makes Clever · beginner hands-on

→ Extract data from sources→ Transform data into structured format→ Load data into databases

Building ETL Pipelines in Databricks | Data Engineering in Databricks

Alex The Analyst · intermediate

→ Build ETL Pipelines→ Transform Data→ Create Data Pipelines

ETL Pipeline Full Course 2026 | Complete ETL Pipeline Tutorial | ETL Process Explained | Simplilearn

Simplilearn · advanced

→ Design ETL pipelines→ Implement data extraction and transformation→ Load data into a data warehouse

ETL vs ELT - And where does Talend fit in?

Curious Enough · advanced hands-on

→ Design ETL pipelines→ Implement data transformation→ Load data into a target system

Learn ETL Pipelines in Databricks in Under 1 Hour | Data Engineering in Databricks

Alex The Analyst · beginner

→ Build ETL Pipelines→ Automate Data Pipelines→ Orchestrate Jobs

Lakeflow In Action (Gourmet Pipeline Demo)

Databricks · intermediate hands-on

→ Design ETL pipelines→ Implement data streaming

ETL Pipeline Full Course 2026 | Complete ETL Pipeline Tutorial | ETL Process Explained | Simplilearn

Simplilearn · advanced

→ Design ETL pipelines→ Implement data extraction and loading→ Transform data for analysis

Data Warehouse vs. Database: Which One Do You Need?

Coursera · beginner hands-on

→ Design ETL pipelines→ Implement data warehouses→ Manage data storage

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