A practical roadmap is: SQL → Python → Data Engineering Fundamentals → Azure Fundamentals → Data Factory → Storage → Spark → Databricks → Analytics → Projects Projects Project-based learning can demonstrate how different technologies work together. Career Path A learner can progress from: Junior Data Engineer → Data Engineer → Senior Data Engineer → Data Engineering Lead/Archite... https://qualitythought.in/azure-data-engineer-training/