NEXT-GEN Snowflake Data Engineering Bootcamp
Course Description

Take your Analytics & Data Engineering career to the next level with this Next-Gen Snowflake Data Engineering Bootcamp, designed to deliver end-to-end mastery of Snowflake, dbt, and modern data pipelines using Matillion & Fivetran.

This program covers Snowflake Core foundations, Advanced Snowflake capabilities, dbt-based analytics engineering, and AI-powered data solutions using Cortex AI. You’ll work on real-world, production-grade projects that simulate enterprise data engineering scenarios, helping you bridge the gap between theory and real implementation.

Through live expert-led sessions, hands-on labs, and real-time projects, you’ll learn how to design scalable ingestion pipelines, automate transformations, optimize cost and performance, and build modern analytics solutions using Snowflake, dbt, Matillion, and Fivetran.

This bootcamp is ideal for professionals aiming to move from basic Snowflake usage to enterprise-grade, real-world data engineering expertise.

🔑 Key Highlights
✅ Snowflake Core Concepts

• Snowflake Introduction  What & Why Snowflake, Architecture, Micro-Partitions.
• Data Ingestion & Pipelines
• UI, SnowSQL, COPY INTO
• AWS & Azure integrations
• Snowpipe, Tasks & Streams
• Semi-structured data (JSON, Parquet, FLATTEN)
• External Tables & SCD implementations
• Data Recovery & Backup
• Zero-Copy Cloning
• Time Travel for rollback & recovery
• Snowflake Administration
• Virtual Warehouses & Resource Monitors
• RBAC & Dynamic Data Masking
• Cost & Performance Optimization
• Error Integration
• Cost Monitoring Dashboards using Snowsight

✅ Advanced Snowflake Concepts

• Dynamic Tables & Event Tables for automated and near-real-time processing
• Iceberg & Directory Tables for lakehouse-style architectures
• Stored Procedures & API Integrations for automation
• Replication & Secure Data Sharing (cross-region & cross-cloud)
• Snowpark & Snowflake Notebooks for advanced data engineering
• Streamlit  Build interactive data applications inside Snowflake
• AI in Snowflake
• Cortex AI
• Cortex Search Service
• Cortex Analyst
• Document AI for NLP & predictive analytics
• SnowConvert for legacy system migration
• dbt projects in Snowflake

✅ dbt Expertise (Analytics Engineering)

• What & Why dbt
• dbt Core vs dbt Cloud
• dbt project & profiles.yml configuration
• dbt Models, Tests, Seeds, Sources & ref
• Snapshots, Incremental models & Dynamic Table materializations
• dbt Macros & Jinja for reusability
• dbt Documentation & Doc Blocks
• dbt Workspace
• Collaboration
• Production-ready pipelines

🧩 Real-Time Projects (Hands-On & Industry-Focused)

You will work on multiple real-world projects, designed to mirror enterprise environments:

🔹 Project 1: End-to-End Data Engineering Pipeline (Snowflake Core)

• Ingest raw data into Snowflake
• Apply transformations using Tasks & Streams
• Handle semi-structured data
• Implement SCD logic
• Build optimized reporting layers

🔹 Project 2: Data Migration Project (SQL Server → Snowflake)

• Migrate on-prem SQL Server data to Snowflake
• Use Matillion for orchestration
• Validate data accuracy & performance optimization

🔹 Project 3: Modern Data Engineering with Snowflake + dbt + Matillion

• Build scalable ingestion pipelines
• Transform data using dbt models
• Apply testing, documentation & deployment best practices

🔹 Project 4: SaaS Data Pipeline using Fivetran

• Build automated ingestion pipelines using Fivetran
• Integrate SaaS data sources into Snowflake

🔹 Project 5: Real-Time Pipeline Scenarios (Recorded)

• Multiple real-world pipeline case studies
• Performance tuning & cost optimization scenarios

🎯 Career & Certification Focus

• Enterprise-grade project experience
• Snowflake & dbt certification guidance
• Interview preparation sessions
• Resume & portfolio review
• Post-course project support

📘 What You Will Learn

• Snowflake Architecture, ingestion strategies & admin best practices
• Dynamic, Event, Iceberg & Directory Tables
• Snowpark, Notebooks, Cortex AI & Document AI
• dbt Workspace & production analytics engineering
• Designing and managing real-world data pipelines

🕘 Course Schedule

Live Weekend Sessions
📅 Saturday & Sunday
⏰ 9:00 AM – 11:00 AM IST

Duration: 12weeks

🚀 Outcome

By the end of this bootcamp, you’ll have hands-on experience with real enterprise projects, deep expertise in Snowflake Core + Advanced, strong command over dbt workflows, and confidence to design modern, scalable data engineering solutions  unlocking new career opportunities in data engineering and analytics engineering.