The Data Engineering Bootcamp is a live and interactive 4-week program designed to take you from SQL foundations to building and deploying full-scale analytics pipelines using DBT and Snowflake.
This is a hands-on, project-driven learning experience where you'll build real data pipelines, apply best practices in analytics engineering, and gain the skills top companies demand. By the end, you’ll have the confidence and portfolio to tackle real-world data engineering challenges.
Schedule
20 live sessions (1.5–2 hours each)
Weekdays – 4 weeks of immersive learning
Start Date: September 2025
Live Timings: 07:30 PM IST | 10:00 AM ET | 04:00 PM CET
Course Content
Module 1 – Week 1: SQL Foundations in Action
Goal: Build strong SQL skills using the project dataset in Snowflake.
Day 1: Course kickoff, dataset introduction, SQL command types (DDL, DML, DCL)
Day 2: SQL operators & CASE usage in data classification
Day 3: Joins & HAVING clause for aggregated filtering
Day 4: SQL execution order & optimization basics
Day 5: CTEs for step-by-step transformations in project tables.
Module 2 – Week 2: Advanced SQL + DBT Setup
Goal: Transition from SQL exploration to DBT-powered modeling.
Day 6: Window functions for rankings & cohort analysis
Day 7: SQL mini-project & preparing data for DBT
Day 8: DBT setup with Snowflake connection
Day 9: Materializations (table, view, incremental) in project models
Day 10: Seeds & Sources for structured data lineage.
Module 3 – Week 3: Testing, Snapshots, and Macros
Goal: Add reliability and reusability to the data pipeline.
Day 11: Snapshots to track historical changes
Day 12: DBT tests (built-in & custom) for quality assurance
Day 13: Macros for reusable transformation logic
Day 14: Documentation & exposures for business visibility
Day 15: Hooks & post-run actions (alerts, downstream triggers).
Module 4 – Week 4: Orchestration & Final Project Delivery
Goal: Deploy, schedule, and present the complete pipeline.
Day 16: Logging & debugging DBT runs
Day 17: Orchestration with DBT Cloud & Airflow
Day 18: CI/CD for automated testing & deployment
Day 19: Build the complete analytics pipeline end-to-end
Day 20: Project presentation & feedback session.
What You'll Get Out of This Bootcamp
✅ Master SQL for real-world analytics engineering
✅ Learn DBT for scalable, production-ready data models
✅ Get hands-on with Snowflake’s modern cloud data warehouse
✅ Build and deploy a complete end-to-end analytics pipeline
✅ Gain portfolio-ready projects to showcase to employers
✅ Learn from industry experts with 15+ years of experience
✅ Interactive live sessions with instant Q&A
✅ Join a growing community of future data engineers.
Ready to Get Started?
🔗 Enroll Now: datasynapse.in
Spaces are limited for the September 2025 cohort — secure your spot today!