Advanced Excel Formulas & Functions Pivot Tables & Charts Data Cleaning in Excel Excel Dashboards

Descriptive Statistics Probability Basics Hypothesis Testing KPIs & Business Metrics Data Storytelling

Python Basics & Syntax Data Types, Loops & Functions File Handling Jupyter Notebook

Git & GitHub Basics VS Code & Google Colab Kaggle Datasets Data Sources & APIs

MySQL PostgreSQL Joins & Subqueries Window Functions Database Management

NumPy Pandas Data Cleaning & Preprocessing Exploratory Data Analysis (EDA) Matplotlib & Seaborn

Power BI DAX Data Modeling Interactive Dashboards Publishing & Sharing Reports

Scikit-learn Regression & Classification Clustering (K-Means) Model Evaluation Feature Engineering

Prompt Engineering for Analysts ChatGPT, Gemini & Claude for Data Analysis AI-Assisted SQL & Python Text to SQL Automated Report Generation

Time Series Analysis Web Scraping for Data Collection Automation with Python Streamlit Dashboards Data Pipelines Basics

Sales Data Dashboard (Excel) Student Performance Analysis HR Analytics Dashboard Library Book Issue & Return System (SQL) Inventory & Stock Management (SQL)

Market Trend Analysis Cricket & IPL Data Analysis E-Commerce Behavior Analysis Data Visualization Report COVID-19 / Public Dataset Analysis

Sales & Profit Dashboard Customer Analytics Dashboard Financial Performance Dashboard Healthcare Data Dashboard Retail Store Analysis

Customer Churn Prediction Customer Segmentation (K-Means) House Price Prediction Stock Market Analysis & Prediction Movie Recommendation System

Client-Based Live Project (Real Requirement) Social Media Sentiment Analysis AI-Powered Data Analyst Assistant (Text to SQL) Automated Business Report Generator Project Documentation & Code Review Weekly Demo & Mentor Feedback

Final Capstone Project (End-to-End Analytics + Dashboard) Live Demo & Business Presentation GitHub Portfolio & Documentation Resume, LinkedIn & Naukri Profile Optimization Mock Technical Interviews Final Project Presentation