This repository contains an end-to-end data analytics project that analyzes how operational spending impacts startup profitability. It includes exploratory data analysis, a linear regression model for profit prediction, and an interactive Power BI dashboard for visualizing metrics.
From the README
Startup Profit Prediction and Analysis 🚀 📌 Project Overview Startups allocate budgets across R&D, Marketing, and Administration. This project performs exploratory data analysis and uses machine learning to predict startup profitability based on expenditure patterns, helping business stakeholders optimize their budget allocation. --- 🎯 Objectives • Analyze expenditure patterns and their relationship with startup profits. • Identify primary financial drivers of profitability. • Build & Evaluate a Linear Regression model for profit prediction. • Visualize business metrics and correlations through an interactive Power BI dashboard. --- 📊 Dataset Description The dataset consists of 50...
Skills
- Jupyter Notebook
- analytics
- dashboard
- exploratory-data-analysis
- linear-regression
- powerbi
- python
- sql
