Data Engineering Roadmaps
Structured learning paths to guide your data engineering journey. Choose the roadmap that best fits your goals and experience level.
Master Data Engineering with Expert-Designed Roadmaps
Our comprehensive roadmaps are designed by industry experts to take you from beginner to advanced data engineer. Each roadmap includes hands-on projects, real-world scenarios, and the latest industry best practices.
What You'll Master:
- • Data Pipeline Architecture & Design
- • Stream Processing with Apache Kafka
- • Big Data Processing with Apache Spark
- • Workflow Orchestration with Apache Airflow
Technologies Covered:
- • SQL & Database Optimization
- • Python for Data Engineering
- • dbt for Data Transformation
- • Cloud Platforms (AWS, GCP, Azure)
🚀 Startup Data Stack Roadmap
Build a scalable, cost-effective data stack using modern open-source tools and serverless architecture.
🧱 Modern Data Stack Data Engineer Roadmap
Master the core tools used in modern data teams — from containerization to dbt, BigQuery, and Kafka. Build real projects and get job-ready.