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Certified AI-Powered Data Analyst (CAPDA Pro)
Become a complete, AI-powered Data Analyst – from tools to portfolio to interview prep.CAPDA Pro is a comprehensive 60–65 hours professional program designed for aspiring data analysts, working professionals, and career switchers who want advanced, job-ready skills with AI-powered productivity. This course dives deeper into the core tools—Excel, SQL, Power BI, and Python—and layers them with AI tools like ChatGPT, GitHub Copilot, Power BI Copilot, and Prompt Engineering to future-proof your data career.
What You’ll Learn
Go beyond the basics to master advanced dashboards in Excel, deep-dive into SQL with subqueries and stored procedures, build powerful executive dashboards with Power BI and DAX, and perform full-scale data analysis using Python, Pandas, and visualization libraries. You’ll also learn to engineer AI prompts, automate reporting, and solve real-world business problems through multiple domain-specific projects.
KEY BENEFITS
- Gain expertise in industry-demanded tools and techniques Integrate AI into your entire data workflow
- Build a strong data portfolio with real-world projects
- Learn to present data insights with narrative AI tools
- Prepare for job interviews with curated questions and review sessions
Module 0: Career Scope + Learning Plan (1 Hour)
Same as Lite, but with career tracks mapped to tools
Interview readiness tracker & skill checklist
Module 1: Excel & Advanced Excel with Dashboards (10 Hours)
Topics:
Everything in CAPDA Lite +
Named ranges, Form Controls (Dropdowns, Checkboxes)
Dashboards: Dynamic visuals using slicers & buttons
Power Pivot: Building data models with measures
KPI creation and what-if analysis
AI Tools:
Use AI to write complex nested formulas
Dashboard narration using Smart Narrative AI tools
Module 2: SQL – Intermediate to Advanced (10 Hours)
Topics:
Everything in Lite +
Subqueries, CTEs, Views
Case statements, RANK, NTILE
Stored Procedures (intro)
Real-time problem-solving (Sales, HR, CRM datasets)
AI Tools:
ChatGPT + Prompting for multi-table query generation
Optimization with AI (indexed query suggestions)
Module 3: Power BI – DAX + AI Visuals (12 Hours)
Topics:
Everything in Lite +
Advanced DAX: SWITCH, FILTER, RELATED, CALCULATE
Time intelligence functions
Row-level security and deployment
Designing executive-level dashboards
AI Tools:
Use Copilot for Power BI formula generation
Narrative writing with Smart Narratives + Export to PPT
Module 4: Python for Data Analytics – Full Track (12 Hours)
Topics:
Python Refresher: Loops, Functions, Conditions
Data cleaning with Pandas
Aggregation & transformation with groupby(), melt(), pivot
Exploratory Data Analysis (EDA)
Visualization: Seaborn, matplotlib, plotly
Exporting clean datasets to Excel/Power BI
AI Tools:
ChatGPT + GitHub Copilot for code generation
Prompt-based EDA and report writing
Module 5: AI Tools + Prompt Engineering (6 Hours)
Topics:
Introduction to ChatGPT, Gemini, Claude, Copilot
Prompt categories: Analytical, Instructional, Formulaic
Build your own AI Assistant for dashboard insights
Case studies: Automate reporting with AI
Module 6: Domain-Specific Mini Projects (3 Hours)
Choose 3 domains from:
HR Analytics (attrition, recruitment)
Sales Analysis (region-wise performance)
Inventory & Logistics (stockouts, demand)
Finance (profitability, risk)
Each project combines Excel + SQL + Power BI
Module 7: Capstone Project + Portfolio (6 Hours)
Complete E2E Project from raw data to dashboard
Document with AI narration tools
Host final project on GitHub / LinkedIn
Resume & Interview review session
Same as Lite, but with career tracks mapped to tools
Interview readiness tracker & skill checklist
Module 1: Excel & Advanced Excel with Dashboards (10 Hours)
Topics:
Everything in CAPDA Lite +
Named ranges, Form Controls (Dropdowns, Checkboxes)
Dashboards: Dynamic visuals using slicers & buttons
Power Pivot: Building data models with measures
KPI creation and what-if analysis
AI Tools:
Use AI to write complex nested formulas
Dashboard narration using Smart Narrative AI tools
Module 2: SQL – Intermediate to Advanced (10 Hours)
Topics:
Everything in Lite +
Subqueries, CTEs, Views
Case statements, RANK, NTILE
Stored Procedures (intro)
Real-time problem-solving (Sales, HR, CRM datasets)
AI Tools:
ChatGPT + Prompting for multi-table query generation
Optimization with AI (indexed query suggestions)
Module 3: Power BI – DAX + AI Visuals (12 Hours)
Topics:
Everything in Lite +
Advanced DAX: SWITCH, FILTER, RELATED, CALCULATE
Time intelligence functions
Row-level security and deployment
Designing executive-level dashboards
AI Tools:
Use Copilot for Power BI formula generation
Narrative writing with Smart Narratives + Export to PPT
Module 4: Python for Data Analytics – Full Track (12 Hours)
Topics:
Python Refresher: Loops, Functions, Conditions
Data cleaning with Pandas
Aggregation & transformation with groupby(), melt(), pivot
Exploratory Data Analysis (EDA)
Visualization: Seaborn, matplotlib, plotly
Exporting clean datasets to Excel/Power BI
AI Tools:
ChatGPT + GitHub Copilot for code generation
Prompt-based EDA and report writing
Module 5: AI Tools + Prompt Engineering (6 Hours)
Topics:
Introduction to ChatGPT, Gemini, Claude, Copilot
Prompt categories: Analytical, Instructional, Formulaic
Build your own AI Assistant for dashboard insights
Case studies: Automate reporting with AI
Module 6: Domain-Specific Mini Projects (3 Hours)
Choose 3 domains from:
HR Analytics (attrition, recruitment)
Sales Analysis (region-wise performance)
Inventory & Logistics (stockouts, demand)
Finance (profitability, risk)
Each project combines Excel + SQL + Power BI
Module 7: Capstone Project + Portfolio (6 Hours)
Complete E2E Project from raw data to dashboard
Document with AI narration tools
Host final project on GitHub / LinkedIn
Resume & Interview review session
CERTIFICATION
Certified By ACMIT (American Council on Management and Information Technology), USA.
DURATION
Total Duration: 60 to 65 Hours
Additional Details
Level: Intermediate to Advanced
Payment We Accept
