Data Analytics

Turn raw data into powerful business insights using Excel, SQL, Power BI, Tableau, Python analytics, and AI-assisted reporting.

3 Months 10 Modules Online & Offline (Hosur) Certificate + Placement Support

🚀 Why Data Analytics? — Current & Future Scope

Current Demand

Every company — from startups to MNCs — needs data analysts. 97,000+ open roles in India right now. Fresher salary: ₹3.5–8 LPA.

Future Scope

Business Intelligence, real-time analytics & AI-augmented analytics are the future. Data-driven decision making is now mandatory in every industry.

Job Roles

Data Analyst, Business Analyst, BI Developer, Reporting Analyst, MIS Analyst, Operations Analyst, Product Analyst.

Top Recruiters

Deloitte, Accenture, TCS, Infosys, Amazon, Flipkart, banks, healthcare, retail & every data-driven enterprise.

📚 Advanced AI-Integrated Syllabus — Module Wise

1

Excel for Data Analytics

2 Weeks

Excel Interface, Formulas & Functions (VLOOKUP, INDEX-MATCH, IF, SUMIF)
Pivot Tables & Pivot Charts
Data Cleaning & Transformation
Conditional Formatting & Data Validation
What-If Analysis: Goal Seek, Scenario Manager
Excel Dashboards & Reporting

2

SQL for Data Analysis

2 Weeks

SQL Basics: SELECT, WHERE, ORDER BY, GROUP BY
Joins: INNER, LEFT, RIGHT, FULL OUTER
Subqueries & CTEs (Common Table Expressions)
Window Functions: ROW_NUMBER, RANK, LAG, LEAD
Aggregations & HAVING Clause
Stored Procedures & Views for Reporting

3

Python for Analytics

2 Weeks

Python Basics: Variables, Loops, Functions
NumPy: Array Operations & Mathematical Functions
Pandas: DataFrames, Merging, GroupBy, Pivot
Data Cleaning: Handling Nulls, Duplicates, Outliers
Matplotlib & Seaborn for Visualization
Jupyter Notebook Workflow

4

Statistics for Analytics

1 Week

Descriptive Statistics: Mean, Median, Mode, Std Dev
Probability & Distributions (Normal, Binomial)
Correlation & Regression Analysis
Hypothesis Testing & A/B Testing
Confidence Intervals & p-values

5

Power BI

2 Weeks

Power BI Desktop: Interface & Data Import
Power Query: Data Transformation & ETL
Data Modeling: Relationships & Star Schema
DAX: Calculated Columns, Measures, Time Intelligence
Interactive Dashboards & Reports
Publishing to Power BI Service & Sharing

6

Tableau

1 Week

Tableau Desktop: Connecting Data Sources
Charts: Bar, Line, Scatter, Map, Treemap
Calculated Fields & Table Calculations
Filters, Parameters & Sets
Dashboard Design & Storytelling
Tableau Public Publishing

7

Data Storytelling & Visualization Best Practices

1 Week

Principles of Effective Data Visualization
Choosing the Right Chart Type
Color Theory & Accessibility in Dashboards
Narrative Analytics: Telling Stories with Data
Presenting Insights to Stakeholders

8

Business Analytics & Case Studies

1 Week

Sales & Revenue Analytics
Customer Segmentation & RFM Analysis
Supply Chain & Operations Analytics
HR Analytics & Attrition Analysis
Financial Analytics & KPI Dashboards

9

Generative AI for Analytics

1 Week

Introduction to AI in Data Analytics
OpenAI API for Automated Insights
AI-powered Data Analysis with Python
Generating Reports with Large Language Models
AI-assisted Dashboard Creation
Prompt Engineering for Analysts
Automating Analytics Workflows with AI
Ethical Considerations in AI Analytics

10

Capstone Project + Interview Prep

1 Week

End-to-End Analytics Project: Sales / HR / E-Commerce Dataset
AI-Enhanced Analytics Dashboard
Power BI or Tableau Dashboard Submission
Resume Building & LinkedIn Profile
Mock Analytics Interviews (SQL + Python + BI Tools)
Placement Drive Participation