Certification Overview
Why this learning path is structured this way
The Advanced Data Analytics Certification is the most serious analytics route in the current public catalog. It is designed for learners who want to move beyond basic dashboards into multi-step problem solving, cleaner reporting design, Python-led exploration, and stronger stakeholder communication. The structure is deliberately more project-heavy because serious analytics hiring is driven by proof of thinking, not just tool names.
Professional analytics ladder aligned to HCDAP-style outcomes
Combines SQL, Power BI, Python, and business communication in one structured path
Includes five industry projects plus a complete end-to-end analytics capstone
Best fit for students who want stronger proof than beginner dashboard-only certifications
Skills and Tools
Execution areas students build through the path
Advanced Excel
Advanced SQL
Python Analytics
Statistics
Power BI + Tableau
Machine Learning
Certification Syllabus
Module-wise Advanced Data Analytics Certification curriculum
Explore the 6-month Advanced Data Analytics Certification with advanced Excel, SQL, Python, statistics, Power BI, Tableau, machine learning for analysts, business analytics, and an end-to-end capstone.
- Duration: 6 Months with Rs. 25,000 course fee
- Projects: 5 industry projects plus a complete analytics capstone package
- Deliverables include SQL database, Python analysis, Power BI dashboard, Tableau dashboard, and executive presentation
- Power Query
- Power Pivot
- Advanced Functions
- Dynamic Dashboards
- Financial Models
- Project: Sales Dashboard
- Advanced SQL
- Window Functions
- CTEs
- Joins
- Stored Procedures
- Query Optimization
- Project: Customer Analytics Database
- NumPy
- Pandas
- Data Cleaning
- Data Wrangling
- Exploratory Data Analysis (EDA)
- Project: Customer Segmentation
- Descriptive Statistics
- Inferential Statistics
- Hypothesis Testing
- Correlation
- Regression
- Project: Business Forecasting
- Data Modeling
- DAX
- Dashboard Design
- KPI Reporting
- Executive Dashboards
- Project: CEO Dashboard
- Interactive Dashboards
- Storytelling
- Data Visualization
- Advanced Filters
- Project: Business Intelligence Dashboard
- Regression
- Classification
- Clustering
- Recommendation Systems
- Forecasting
- Project: Sales Prediction Model
- HR Analytics and Attrition Prediction
- Financial Analytics
- Fraud Detection
- Marketing Analytics
- Customer Segmentation
- Operations Analytics
- Supply Chain Analytics
- SQL Database
- Python Analysis
- Power BI Dashboard
- Tableau Dashboard
- Executive Presentation
Hands-On Projects
Five industry projects plus a complete analytics capstone
The Advanced Data Analytics Certification gives students visible portfolio proof across Excel, SQL, Python, Power BI, Tableau, machine learning, and business analytics delivery.
Project 1Sales Dashboard
Build an advanced Excel dashboard with Power Query, Power Pivot, dynamic views, and decision-ready financial or sales metrics.
- Power Query cleaning
- Dynamic dashboard structure
- Sales and financial model view
Project 2Customer Analytics Database
Design and query a customer analytics database using advanced SQL, joins, CTEs, window functions, and optimized reporting queries.
- SQL database structure
- Customer-level analysis
- Optimized reporting queries
Project 3Python Customer Segmentation
Use NumPy, Pandas, cleaning, wrangling, and EDA to segment customers and prepare insight-ready analysis.
- Data cleaning workflow
- Exploratory analysis
- Customer segment insights
Project 4Executive BI Dashboards
Create CEO and business intelligence dashboards using Power BI and Tableau with KPIs, filters, storytelling, and stakeholder-focused layout.
- Power BI data model and DAX
- Tableau storytelling
- Executive KPI reporting
Project 5Sales Prediction Model
Apply analyst-friendly machine learning with regression, classification, clustering, recommendation logic, and forecasting context.
- Forecasting workflow
- Model interpretation
- Business prediction summary
CapstoneEnd-to-End Analytics Project
Package the final SQL database, Python analysis, Power BI dashboard, Tableau dashboard, and executive presentation.
- Full analytics delivery
- Executive-ready presentation
- Portfolio-grade capstone
