Business Intelligence — Data to Decisions
Transform enterprise data into actionable insights. Learn dashboard design, semantic modeling, BI governance, and self-service analytics using Power BI and Tableau — with domain labs in Finance, Energy, and Retail.
Overview
Business Intelligence is the practice of turning data into decisions. This course focuses on practical BI skills: data modeling for analytics, visualization best practices, semantic layers, and governance to enable trustworthy self-service across the organization.
For whom
Analysts, finance professionals, product owners, and engineers building reporting capabilities.
Outcomes
Deliver production dashboards, semantic data models, governance playbooks, and an enterprise reporting framework.
Tooling
Power BI, Tableau, Snowflake, Databricks, SQL Server, and Excel integration.
Curriculum — Modules & Topics
The curriculum is split into Business and Technical tracks to serve both decision-makers and implementers.
Business Track — Decision & Storytelling
- Understanding stakeholder needs & KPIs
- Dashboard design principles & storytelling
- Executive cockpits, operational reports, and alerts
- Change management and adoption strategies
Technical Track — Modeling & Performance
- Dimensional modeling: star, snowflake, and Kimball
- Semantic layers, calculated measures, and DAX fundamentals
- Optimizing queries for Snowflake, Databricks, and SQL Server
- ETL/ELT patterns for reporting and incremental refresh
Advanced Topics
- Automated insights & anomaly detection
- Embedding analytics into applications and portals
- Governance: lineage, access controls, and certification
Reporting Ops
- Report lifecycle management and CI for analytics
- Monitoring report health and scheduled refreshes
Hands-on Tools
Practical labs using Power BI Desktop, Tableau Prep, Snowflake queries, and Databricks notebooks.
Domain Labs — Finance, Energy & Retail
Each lab culminates in a published dashboard, documentation, and governance checklist.
Finance — Profitability & P&L Dashboard
Design a P&L dashboard with drill-throughs, variance analysis, and KPI alerts using Power BI and Snowflake as the data source.
Energy — Production Efficiency Tracker
Build an operations dashboard for renewable assets with Databricks-prepared datasets and Tableau visualizations.
Retail — Customer Segmentation & Sales Insights
Create segmentation reports and sales funnels using Power BI and integrated Python analytics for advanced metrics.
Deliverables & Certification
- Four production-ready dashboards (one per domain)
- Semantic data models, DAX measures, and documentation
- Governance playbook: lineage, access control, and certification checklist
- Yukti Certified Business Intelligence Professional credential
Pricing & Delivery Options
Self-paced
Video library, datasets, and graded labs — 6–8 week recommended timeline.
Cohort (Instructor-led)
Practical cohort with weekly sessions, feedback, and final dashboard review.
Enterprise
Private workshops, integration to internal data platforms, and governance implementation.
Get Started — Enroll or Request a Brochure
Tell us about your team, goals, or training needs and we'll respond with a tailored proposal and next steps.