Complete path to become a Machine Learning Data Engineer
This roadmap guides you through becoming a Machine Learning Data Engineer. You'll learn data pipelines, ML infrastructure, and production systems.
Master Python fundamentals, data types, functions, and OOP
Learn SQL, database design, and data modeling
Essential algorithms for data processing
Build ETL pipelines with Apache Airflow
Apache Spark, Hadoop, and distributed computing
MLOps, model deployment, and production systems
AWS, GCP, Azure for ML and data engineering