Back

Data Engineering Roadmap - Beginner

Follow this step-by-step roadmap to master data_engineering at Beginner level

1

Introduction to Data Engineering

2 weeks
  • ▹What is Data Engineering?
  • ▹Role of Data Engineers vs Data Scientists
  • ▹ETL vs ELT
  • ▹Batch vs Stream Processing
  • ▹Overview of Data Architectures
2

Programming & Scripting

3 weeks
  • ▹Python for Data Engineering
  • ▹SQL Basics
  • ▹Shell Scripting
  • ▹Regular Expressions
  • ▹Working with APIs
3

Databases & Data Modeling

3 weeks
  • ▹Relational Databases (PostgreSQL, MySQL)
  • ▹NoSQL Databases (MongoDB, Cassandra)
  • ▹Data Modeling Basics
  • ▹Normalization & Denormalization
  • ▹Indexes, Keys, and Query Optimization
GeekDost - Roadmaps & Snippets for Developers