Data Engineering [CD-701] [P]
Rajesh Sihare
Assistant Professor
Department of Computer Science
ITM Gwalior
| CO1 | Explain the role of data engineers, data-driven decisions, modern data strategies, and the five Vs of data. | |||
| CO2 | Apply design principles and patterns for building secure and scalable data pipelines on modern cloud platforms. | |||
| CO3 | Compare and implement data ingestion and preparation techniques (ETL, ELT, batch, stream, IoT data) with scaling considerations. | |||
| CO4 | Demonstrate the use of modern storage solutions (Data Lake, Data Warehouse, purpose-built DBs) and big data processing frameworks (Hadoop, Spark, EMR). | |||
| CO5 | Apply ML concepts in data pipelines, including preprocessing, feature engineering, deployment, and automation using AWS tools. | |||
- Teacher: Rajesh Sihare #MCA