Master Data Intelligence with the BI7 Framework
The elite 21-hour bootcamp designed to transform you from a data enthusiast to an architect. Learn dimensional modeling, power BI storytelling, and data mart creation.
Secure Razorpay Checkout • Instant Access • ₹19,000
7 Core Modules
From OLTP data discovery to OLAP data mart creation. Everything you need mapped out logically.
Central Tracker Hub
An interactive dashboard that automatically tracks your progression and hits 100% on course completion.
Exclusive Artifacts
Downloadable dimensional modeling checklists, exact transformation logic, and source-to-target maps.
The DA21 Curriculum
A hyper-focused 21-hour journey. We don't waste time on fluff. We build end-to-end data products.
Module A: Intro to BI Track
2 Hrs3-Tier Architecture, Data Lake vs Mart.
Deep dive into Enterprise Data Warehouse principles. Understand the shift from monolithic databases to modern cloud-scale architectures.
Module B: Understanding OLTP
4 HrsData Discovery, Profiling, and Scoping.
Master source system analysis. Learn to identify grain, relationships, and data quality issues BEFORE they hit your warehouse.
Module C: Setting up Loads
1 HrLoad Strategies and Scripts.
Full vs Incremental loads. SCD Type 1 & 2 implementation patterns. Automating data pipelines with precision.
Module D: Data Mart Creation
5 HrsOLAP, Dimensional Modeling, Star Schema.
The heart of BI. Design Star and Snowflake schemas. Learn Kimball vs Inmon methodologies in a practical, modern context.
Module E: Success Mapping
1 HrStakeholder Roles, Work Breakdown Structures.
BI Project Management. How to bridge the gap between technical delivery and business value. Effective storyboarding.
Module F: Power BI Reporting
8 HrsData Connections, DAX Mastery, Storyboarding.
End-to-end visualization. Build high-performance DAX measures and interactive dashboards that drive executive decisions.
Central Tracker Hub
Our proprietary engine unlocks dynamic certificates upon 100% completion.

Know Your Instructor
Atul Rai
Atul Rai is the founder of Data Monk Labs and the lead architect behind the BI7 Framework. With a focus on real-world data intelligence, he has helped hundreds of professionals master the art of building scalable data products.