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Track 7 of 14

Data Analysis

Master the art of data storytelling. Learn to extract insights, create visualizations, and drive business decisions.

Why Learn Data Analysis?

Data Analysis is increasingly critical for business success. In this comprehensive 12-week program, you'll learn to Extract, Transform, and Load (ETL) data, then visualize insights that drive decisions.

From SQL queries and Python data manipulation to interactive dashboards in Tableau and Power BI, this course equips you with the tools to work with data at scale. You'll learn statistical analysis, data visualization principles, and how to communicate findings effectively.

What You'll Master

Query databases with SQL for data extraction

Clean and manipulate data with Python (Pandas)

Create interactive dashboards in Tableau/Power BI

Perform statistical analysis and hypothesis testing

Build predictive models with basic machine learning

Visualize complex datasets effectively

Present data-driven insights to stakeholders

Optimize queries for large datasets

Career Opportunities

Data Analyst

₹5-10L

  • Analyze business data
  • Create reports
  • Support decision-making

BI Developer

₹7-12L

  • Build dashboards
  • Design data models
  • Optimize reports

Data Engineer

₹8-14L

  • Build data pipelines
  • Manage data warehouses
  • Optimize ETL

Intensive 12-Week Syllabus

Week 1-2

Excel & Data Fundamentals

• Excel functions

• Pivot tables

• Data types

• Exploratory analysis

Project: Build Sales Dashboard in Excel

Week 3-4

SQL Mastery

• SELECT queries

• JOINs

• Aggregation

• Window functions

Project: Analyze Complex Database

Week 5-6

Python for Data Analysis

• Pandas

• NumPy

• Data cleaning

• Data transformation

Project: Clean and Analyze Dataset

Week 7-8

Data Visualization

• Matplotlib

• Seaborn

• Tableau basics

• Dashboard design

Project: Create Multi-chart Dashboard

Week 9-10

Advanced Visualization

• Tableau advanced

• Power BI

• Interactive dashboards

• Story-telling

Project: Build Professional BI Dashboard

Week 11-12

Statistics & Insights

• Statistical analysis

• Hypothesis testing

• Reporting

• Presentation

Project: Capstone Analytics Project

Tools & Technologies

SQL

Query language for relational databases

Advanced Level

Python (Pandas)

Data manipulation and analysis library

Advanced Level

Tableau

Professional data visualization platform

Advanced Level

Power BI

Microsoft's business intelligence tool

Intermediate Level

Primary Tools

SQLPythonTableauPower BIExcel

Ready to Start?

Transform data into insights and launch a successful analytics career.