1
Advanced SQL, Data Modeling & Warehousing
Dimensional modeling, Star/Snowflake schemas, partitioning, complex analytical SQL queries.
Weeks 1 – 3
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AI SYNTHESIZED ROADMAP 2026
Data Engineering & Big Data Systems
🔥 High Demand in 2026
Expected CTC
₹8.5 – 20.0 LPA
Duration
14 Weeks (Hands-on)
Live Projects
4 Enterprise Data Pipelines
2
Distributed Big Data with PySpark & Hadoop
Spark RDDs, DataFrames, PySpark transformations, distributed memory management, optimizing Spark jobs.
Weeks 4 – 7
3
Modern Cloud Data Warehouses (Snowflake & dbt)
Snowflake architecture, virtual warehouses, zero-copy cloning, dbt data transformations & testing.
Weeks 8 – 10
4
Data Pipeline Orchestration & Real-time Streaming
Apache Airflow DAGs, Kafka distributed messaging, real-time ingestion into Delta Lake tables.
Weeks 11 – 12
5
End-to-End Enterprise Capstone & Corporate Interviews
Scalable data architecture defense, interview rounds with global product & tech consultancy firms.
Weeks 13 – 14
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