📊 Predicting Restaurant Tips in Excel 💡 | Regression Analysis Project скачать в хорошем качестве

📊 Predicting Restaurant Tips in Excel 💡 | Regression Analysis Project

🧾 Predicting Restaurant Tips Using Excel | Complete Data Analytics Project In this video, I take you through a real-world Excel project — predicting restaurant tips using data analytics, multiple linear regression, and visual insights. We explore customer and bill attributes like total bill, group size, time of day, and more to see what really drives tipping behaviour. 🔥 What You’ll Learn: Importing & cleaning datasets in Microsoft Excel Encoding categorical variables using IF conditions Creating Pivot Tables for insights (Gender vs Tip, Smoker vs Tip, etc.) Building Scatter Plots to explore correlations Applying Multiple Linear Regression using Excel’s Data Analysis ToolPak Predicting tips & calculating RMSE for model accuracy 📊 Key Findings: Total Bill = strongest predictor of tip amount 💰 Group Size = higher tips on average 📈 Gender, smoking, day, and time = weak/no effect ❌ RMSE shows good prediction accuracy ✅ 💡 Perfect For: ✅ Excel beginners looking for real project experience ✅ Data analyst aspirants preparing for portfolio projects ✅ Anyone curious about data analytics with Excel 📌 Tools Used: Microsoft Excel | Data Analysis ToolPak | Pivot Tables | Regression | Scatter Plots 🔗 More Projects & Resources: Github: https://shorturl.at/OEiZV 🔗 Connect with me: 👉 Portfolio: https://narendra1402.github.io/ Subscribe for more Excel, SQL, and Data Analytics projects! #ExcelProject #DataAnalytics #ExcelForBeginners #DataAnalysis #ExcelTips #DataAnalystPortfolio #ExcelTutorial #RegressionAnalysis #ExcelDataAnalytics #ExcelCharts #LearnExcel #ExcelDataAnalysis #ExcelForDataAnalysts #ExcelRegression #ExcelProjectsForBeginners