Data Analytics Certification Program
Go from spreadsheets to storytelling with data. This program covers Advanced Excel, SQL, Python, Statistics and Power BI — everything you need to turn raw numbers into business decisions.
Through mini projects and two capstone dashboards (Retail Sales, HR Attrition, E-commerce Analytics), you'll practice the exact workflow analysts use at real companies, from cleaning messy data to publishing a live Power BI dashboard.
What You’ll Learn?
Clean, analyze and visualize data with Excel, SQL, Python and Power BI- Apply statistics — hypothesis testing, regression, correlation — to business problems
- Build interactive Power BI dashboards with DAX, RLS and scheduled refresh
- Deliver Sales, HR, Finance and Customer analytics case studies
Full Curriculum
Data Analytics Fundamentals
- Analytics Lifecycle & Business Problem Solving
- Data Types, KPIs & Case Studies
Advanced Excel
- Formatting, Functions, VLOOKUP/XLOOKUP, INDEX-MATCH
- Pivot Tables, Charts, Dashboards & Power Query
SQL
- DDL, DML, Filtering, Sorting & Joins
- Group By, Subqueries, CTEs, Window Functions & Views
Python & Python for Analytics
- Python Fundamentals: OOP, File Handling, Exceptions
- NumPy, Pandas, Data Cleaning & EDA with Matplotlib
Statistics
- Probability, Distributions & Sampling
- Hypothesis Testing, Correlation & Regression
Power BI
- Data Modeling, Relationships & DAX
- Visualizations, RLS, Power BI Service & Scheduled Refresh
Business Analytics
- Sales, Marketing & Finance Analytics
- HR Analytics & Customer Analytics
Capstone Projects & Career Support
- Retail Sales, HR Attrition & E-commerce Dashboards
- Resume, LinkedIn, Naukri Profile & Mock Interviews
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