Data Engineering

Data Engineering Fundamentals

4 weeks
22 Learners
eulerfold
Apr 12

Build strong fundamentals in data engineering and progressively develop the skills needed to design, implement, and optimize scalable data pipelines and systems.

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W1

Week 1: Data Fundamentals, SQL, and Command Line

By the end of this module you will be able to model data, write complex SQL queries to extract insights, and navigate your system using the command line.

3 videos31m
3 readings
3 topics
1 homework
Learn

Topics

1.1
Data Modeling & Warehousing Concepts
8 minutes
1.2
Advanced SQL
13 minutes
1.3
Command Line (Bash)
10 minutes
W2

Week 2: Python for Data Engineering and ETL Principles

By the end of this module you will be able to write Python scripts to extract, transform, and load data between different sources and destinations.

3 videos61m
3 readings
3 topics
1 homework
Learn
W3

Week 3: Data Orchestration and Cloud Data Warehouses

By the end of this module you will be able to define, schedule, and monitor a data pipeline using Apache Airflow and load data into a cloud data warehouse.

3 videos92m
3 readings
3 topics
1 homework
Learn
W4

Week 4: Introduction to Big Data Technologies

By the end of this module you will be able to understand the core concepts of distributed computing with Spark and the architecture of a data lake.

3 videos81m
3 readings
3 topics
1 homework
Learn
01

Learn

Watch curated videos and read study resources

02

Practice

Practice what you learned

03

Build Projects

Build projects using your new gained knowledge

04

Submit & Verify

Submit your project and get verified by our system

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