MODULE 1: Google Forms (Days 1–6 | 12 Hours)
Goal: Build scalable, clean data intake systems.
Day 1: Pipeline architecture (Forms → Sheets → Looker, Raw vs Clean data)
Day 2: Smart form design (question types, required strategy, controlled inputs)
Day 3: Logic & branching (section logic, conditional flows)
Day 4: Validation & data quality (response rules, regex basics, duplicate prevention)
Day 5: Governance & structure (naming conventions, data dictionary, access control)
Day 6: Tool Project – Smart Client Intake System
Deliver: Live form + linked sheet + branching + validation + architecture summary
MODULE 2: Google Sheets (Days 7–18 | 24 Hours)
Goal: Clean, transform, and automate business data.
Day 7: Tabular structuring & data modeling basics
Day 8: Cleaning toolkit (TRIM, CLEAN, PROPER, SUBSTITUTE)
Day 9: Logical functions (IF, IFS, SWITCH, IFERROR)
Day 10: Lookups (XLOOKUP, INDEX-MATCH, reference tables)
Day 11: Date intelligence (TODAY, EOMONTH, WEEKNUM, time dimensions)
Day 12: QUERY fundamentals (SELECT, WHERE, GROUP BY, ORDER BY)
Day 13: Advanced QUERY & aggregations
Day 14: ARRAYFORMULA & automation logic
Day 15: Pivot tables (multi-level summaries, % totals)
Day 16: Performance optimization (formula efficiency, large data handling)
Day 17: Intro to automation (Apps Script email triggers)
Day 18: Tool Project – Automated Sales Data Engine
Deliver: Raw + Clean tabs, lookups, profit calc, QUERY summary, pivot dashboard, automated logic
MODULE 3: Looker Studio (Days 19–26 | 16 Hours)
Goal: Build executive-ready dashboards.
Day 19: Data connection & modeling (dimensions vs metrics)
Day 20: KPI scorecards & time series trends
Day 21: Visualization strategy & storytelling principles
Day 22: Comparison charts (bar, heatmap, ranking visuals)
Day 23: Interactivity (filters, date controls, drill-down)
Day 24: Calculated fields (profit %, growth %, rolling metrics)
Day 25: Data blending & multi-source reporting
Day 26: Tool Project – Executive KPI Dashboard
Deliver: 5+ KPIs, trend analysis, filters, calculated fields, branded layout
MODULE 4: Final Capstone (Days 27–30 | 8 Hours)
Goal: Build a complete end-to-end BI system.
Day 27: Business problem definition + Form setup
Day 28: Data engineering (Raw + Clean system, KPI logic)
Day 29: Executive dashboard build
Day 30: Automation + presentation + portfolio packaging