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BigMart Sales Prediction ML Project in Python
Автор: Aionlinecourse
Загружено: 2025-07-27
Просмотров: 250
Описание:
In this project, we predict item-level sales at BigMart using powerful regression techniques. It’s perfect for beginners who want to get hands-on with data preprocessing, feature engineering, and model evaluation.
What you’ll learn:
Handle missing data
Perform label & one-hot encoding
Build Linear Regression, Ridge, Lasso, Decision Tree & Random Forest models
Evaluate using R², RMSE, and cross-validation
Deploy a sales prediction pipeline from scratch!
Tools Used: Python, Pandas, Scikit-learn, Matplotlib
Turn raw retail data into actionable insights — like a true data scientist!
Full walkthrough + code:
👉 https://www.aionlinecourse.com/ai-pro...
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