Complete Data Engineering (Beginner to Advanced)

Beginner Level:

1. Introduction to Data Engineering
2. Fundamentals of SQL
3. Introduction to Databases
4. Data Modeling.

Intermediate Level:

1. Advanced SQL
2. Relational Database Management Systems (RDBMS)
3. NoSQL Databases.
4. ETL

Advanced Level:

1. Big Data Technologies.
2. Data Warehousing.
3. Streaming Data Processing.
4. Data Governance and Security.
5. Data Visualization.
6. Machine Learning Integration.
7. Cloud Data Platforms.

This curriculum provides a comprehensive path for aspiring data engineers to develop their skills from beginner to advanced levels, covering essential concepts, tools, and technologies used in the field of data engineering.