Data Analysis – Full Course (6 Months)

A comprehensive, job-ready program designed for aspiring data analysts and career-changers. This professional yet student-friendly course transforms beginners into confident data professionals through hands-on learning, real-world projects, and industry-standard tools.

What is Data Analysis?

Data Analysis is the process of collecting, cleaning, organizing, and interpreting data to help businesses make smarter, evidence-based decisions. It transforms raw information into actionable insights that drive strategy, efficiency, and long-term growth.

The data analysis workflow follows a structured path:

• Collect data from multiple sources
• Clean and prepare data for analysis
• Explore trends and patterns
• Create visualizations and reports
• Deliver actionable insights to stakeholders

Core Skills You'll Master

• Advanced Excel formulas, Pivot Tables, and Dashboards
• Power BI for interactive business intelligence
• SQL & MySQL for database querying and management
• Python programming for automation and data manipulation
• NumPy & Pandas for advanced data processing
• Data cleaning, visualization, and storytelling

Your Complete 6-Month Learning Journey

This course is structured into five progressive modules. Each module builds upon the previous one to create a complete, industry-ready skill set. You’ll complete real-world projects in every module, building a professional portfolio that showcases your expertise to employers.

Module 1: Advanced Excel with MIS

Excel is the foundation of data analysis across industries. This module transforms you from a basic Excel user into an advanced analyst capable of building professional dashboards and MIS reports.

What You’ll Learn:

• Excel fundamentals and formatting techniques
• Cell referencing (absolute & relative)
• IF, AND, OR, VLOOKUP, XLOOKUP, INDEX-MATCH
• SUMIFS, COUNTIFS, database functions
• Data validation & drop-down lists
• Advanced filtering & sorting
• Pivot Tables & Pivot Charts
• Slicers and interactive dashboards
• Goal Seek, Scenario Manager & What-If Analysis
• Professional chart creation

Project:

Build a complete MIS Report with an interactive Excel Dashboard using real business datasets.

Module 2: Python Programming

Python is the most powerful programming language for data analysis and automation. This module builds strong programming logic and professional coding skills.

What You’ll Learn:

• Python installation & basics
• Variables, operators & data types
• Conditional statements & loops
• Strings, lists, tuples, dictionaries, sets
• Functions and lambda expressions
• File handling (read/write operations)
• Object-Oriented Programming (OOP)
• Encapsulation, Inheritance & Polymorphism

Projects:

• Mastermind Game
• Word Guess Game
• Game Score Program
• Mini Data Analysis Project using Python & Pandas

Module 3: SQL/MySQL + NumPy + Pandas

This power-packed module combines database management and advanced data processing tools used in real-world companies.

SQL & MySQL:

• RDBMS fundamentals
• CREATE, ALTER, DROP
• INSERT, UPDATE, DELETE
• SELECT queries
• Constraints (Primary Key, Foreign Key, etc.)
• Joins (Inner, Left, Right, Full)
• GROUP BY, HAVING, ORDER BY
• Views and aggregate functions

NumPy:

• Array creation & operations
• Vector & matrix calculations
• Indexing and slicing

Pandas:

• Load data from CSV, Excel
• Data cleaning & preprocessing
• Handling missing values
• GroupBy & aggregation
• Data visualization

Projects:

• SQL Database Project with complex queries
• Pandas Exploratory Data Analysis (EDA)
• Clean & Analyze real-world dataset

Module 4: Power BI

Power BI is Microsoft’s leading business intelligence tool used globally. Learn to create stunning dashboards and interactive reports.

What You’ll Learn:

• Charts, Maps, Drill-through & Bookmarks
• Power Query data transformation
• DAX formulas & calculated measures
• Time Intelligence (YTD, MTD, QTD)
• Publishing reports to Power BI Service

Project:

Build an Interactive Sales, HR, or Finance Dashboard from scratch.

Module 5: Advanced Excel with VBA

Unlock Excel’s automation power using VBA programming. Build professional tools and automate repetitive tasks.

What You’ll Learn:

• Macro recording & editing
• VBA variables & loops
• Error handling techniques
• Range object mastery
• UserForms & controls
• Event-based automation

Projects:

• Automated Excel Tool
• UserForm-Based Calculator
• VBA Data Entry System

You're Ready to Launch Your Data Analysis Career!

What You’ve Accomplished:

• Mastered five essential technologies
• Completed multiple real-world projects
• Built a professional portfolio
• Developed job-ready analytical skills

Your Skill Arsenal:

• Advanced Excel & VBA
• Python Programming
• SQL Database Management
• Power BI Dashboards
• NumPy & Pandas Data Analysis