Linear Regression on Housing Price Dataset | GTU MCA Sem 3 ML Practical
Автор: TechSimplified
Загружено: 2025-07-08
Просмотров: 201
📊 In this video, we implement *Linear Regression* on the *Housing Price Dataset* using Python. This is a hands-on tutorial specially designed for *GTU MCA Semester 3 Machine Learning Practical* students.
We cover:
✅ Loading and preprocessing the dataset
✅ Applying Linear Regression
✅ Evaluating the model using MSE and R² score
✅ Visualizing the prediction results
📁 Dataset used: Housing Price Dataset
🔗 Download link: https://www.kaggle.com/code/mariamezz...
📌 Perfect for students preparing for GTU lab exams, viva, and practical submissions.
📘 Programming Language: Python
📚 Tools: pandas, sklearn, matplotlib
👉 Don’t forget to *Like**, **Share**, and **Subscribe* for more MCA practical tutorials.
#GTUMCA #MachineLearning #LinearRegression #PythonTutorial #HousingDataset #GTUSem3 #MLPractical
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