Data
Analytics

This Data Analytics course teaches you how to turn raw data into clear business insights. You will learn Excel, SQL, Python, Power BI, dashboard design, KPI reporting, exploratory data analysis, and data storytelling. The program focuses on practical datasets and business problems so you can confidently clean data, find trends, build reports, and explain recommendations to stakeholders.

Duration
9-Week Program
Format
Expert-Led + LMS
Projects
6 Projects
Certificate
Industry Verified
Layered data sheets with a database and magnifying glass on a blue-white platform
About this program

A practical path into
Data Analytics.

This Data Analytics course teaches you how to turn raw data into clear business insights. You will learn Excel, SQL, Python, Power BI, dashboard design, KPI reporting, exploratory data analysis, and data storytelling. The program focuses on practical datasets and business problems so you can confidently clean data, find trends, build reports, and explain recommendations to stakeholders.

Program Length
9 weeks
Learning Modules
5
Guided Lessons
28
Portfolio Projects
6

Program Focus

What this track is built around

5 core outcomes
  1. Data Analytics Foundations
  2. Excel and Spreadsheet Analytics
  3. SQL for Data Analysis
  4. Python for Analytics
  5. Power BI and Data Storytelling

Skills Covered

  • Excel Analytics, PivotTables, and Power Query
  • SQL Queries, Joins, Aggregations, and Window Functions
  • Data Cleaning and Exploratory Data Analysis
  • Python with Pandas, NumPy, and Visualization Libraries
  • Power BI Dashboards and DAX Measures
  • Business Metrics, KPI Tracking, and Reporting
  • Data Storytelling and Insight Presentation
Course Structure

Course Curriculum

Comprehensive learning path designed by industry experts

Understand analytics roles, workflows, business metrics, and the data-to-decision process.

  • What Data Analysts Do
  • Analytics Lifecycle and Problem Framing
  • Business Metrics, KPIs, and Dimensions
  • Types of Data and Data Quality Issues
Duration
1 week
Lessons
4 lessons

Hands-On Projects

Our Real-Time projects help you gain knowledge and enhance your skills.

Scroll horizontally to explore all projects.

Project 01

Sales Insights Dashboard

Analyze sales data and build an interactive dashboard for revenue, profit, product, region, and channel performance.

Tech Stack

  • Power BI
  • Excel
  • DAX

Tools

  • Power BI Desktop
  • Excel
  • Power Query

Skills

  • Dashboarding
  • KPI Design
  • Sales Analytics
Project 02

Customer Behavior Analysis

Segment customers, identify purchase trends, and create recommendations for marketing and retention teams.

Tech Stack

  • SQL
  • Python
  • Pandas

Tools

  • Jupyter Notebook
  • PostgreSQL
  • Tableau

Skills

  • Customer Segmentation
  • EDA
  • Insight Generation
Project 03

HR Attrition Report

Explore employee attrition patterns and present a dashboard highlighting departments, tenure, compensation, and risk groups.

Tech Stack

  • Excel
  • Power BI
  • SQL

Tools

  • Power BI
  • Excel
  • SQL Server

Skills

  • HR Analytics
  • Reporting
  • Business Recommendations
Project 04

Marketing Campaign Performance

Measure campaign reach, conversion, cost, and ROI across channels to recommend budget allocation.

Tech Stack

  • SQL
  • Power BI
  • Excel

Tools

  • Google Analytics
  • Power BI
  • Excel

Skills

  • Marketing Analytics
  • ROI Analysis
  • Attribution Basics
Project 05

Operations KPI Tracker

Build a reporting system for inventory, delivery times, order delays, and fulfillment performance.

Tech Stack

  • SQL
  • Power Query
  • Power BI

Tools

  • Power BI
  • Excel
  • PostgreSQL

Skills

  • Operations Analytics
  • Data Modeling
  • KPI Reporting
Project 06

Python Exploratory Data Analysis

Clean a messy dataset, handle missing values, detect outliers, and create visual insights using Python notebooks.

Tech Stack

  • Python
  • Pandas
  • Seaborn

Tools

  • Jupyter Notebook
  • Google Colab
  • Matplotlib

Skills

  • Data Cleaning
  • EDA
  • Visualization
CERTIFICATIONS

Industry Recognized Certifications

On completion of a program each participant gets a course completion, internship and outstanding performance certificates.

Course Completion Certificate

Internship Certificate

Outstanding Performance Certificate

Learning together

Training Partners

We collaborate with leading organizations to provide you with the best learning experience.

NSDC
Skill India
IIT Guwahati Alcheringa 2026

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