Program Overview
Transform raw corporate data into strategic intelligence. Learn advanced SQL querying, data cleaning with Pandas, statistical hypothesis testing, and building executive dashboards in PowerBI/Tableau.
Who Can Apply
What You Will Master
Curriculum & Roadmap
Progressive milestones designed to advance you from core foundational concepts to production-grade deployment.
Advanced SQL for Business Intelligence
Write performant multi-table queries, aggregations, and window functions.
- Relational querying & multi-joins
- Window functions: ROW_NUMBER, RANK, DENSE_RANK
- Common Table Expressions (CTEs)
- Query execution plans and indexes
Python for Data Analysis & Cleaning
Clean messy datasets, handle missing timestamps, and aggregate metrics.
- Data ingestion from CSV, JSON, and SQL
- Handling duplicates, nulls, and schema mismatches
- Datetime transformations and time-series aggregation
- Vectorized calculations with Pandas
Statistical Analysis & Business Metrics
Understand business metrics and validate findings with statistics.
- Descriptive vs Inferential statistics
- Hypothesis testing and A/B test analysis
- Cohort analysis and retention curves
- Calculating unit economics (LTV, CAC, Payback)
Capstone Analytics Project — Data Pipeline
Ingest and model raw e-commerce or SaaS telemetry data into a reporting schema.
- Star schema and snowflake dimensional modeling
- Building aggregated analytical views in PostgreSQL
- Automating data hygiene checks
- Documenting data dictionaries
Executive BI Dashboard Construction
Design visual storyboards with drill-down filters and KPI cards.
- Visual hierarchy in dashboard design
- Interactive cross-filtering and parameters
- Storytelling with data for leadership
- Exporting executive summaries
Final Report Defense & Certification
Present analytical insights and complete review by senior analytics mentors.
- Presentation of findings and business recommendations
- Analytical review by mentor board
- Submission evaluation
- Official certificate issuance
What You Will Build
E-Commerce Customer Retention & Cohort Analysis
A comprehensive study of user repurchase rates, churn timing, and customer lifetime value using SQL and Python.
SaaS Subscription Revenue & Funnel Dashboard
An executive dashboard tracking Monthly Recurring Revenue (MRR), net expansion, conversion funnels, and churn cohorts.
Healthcare Clinic Operational Efficiency Audit
Analysis of patient wait times, doctor scheduling utilization, and resource bottlenecks with actionable staffing recommendations.
Performance Evaluation & Standards
Submissions are systematically checked by engineering reviewers. You receive written feedback and numerical rubric scores covering modularity, test quality, Git conventions, and deployment integrity.
Configurable fee covering curriculum, project reviews, and credential verification.
Refund Policy: See our transparent terms on our Refund & Cancellation page.
Eligibility: Students & freshers with relevant domain interest.
Reach out to our admissions team at birlasolutions.in@gmail.com.