IBM-Data-Engineering-Professional-Certificate IBM Data Engineering Professional Certificate Sr. No Course Status 01. Introduction to Data Engineering ✅ 02. Python for Data Science, AI & Development ✅ 03. Python Project for Data Engineering ✅ 04. Introduction to Relational Databases (RDBMS) ✅ 05. Databases and SQL for Data Science with Python ✅ 06. Hands-on Introduction to Linux Commands and Shell Scripting ⏳ 07. Relational Database Administration (DBA) 08. ETL and Data Pipelines with Shell, Airflow and Kafka 09. Getting Started with Data Warehousing and BI Analytics 10. Introduction to NoSQL Databases 11. Introduction to Big Data with Spark and Hadoop 12. Data Engineering and Machine Learning using Spark 13. Data Engineering Capstone Project