Machine Learning

Understanding Linear Regression Through the Lens of House Price Prediction

Learn how to implement Linear Regression in a Machine Learning Model with a Housing dataset.   Table of Contents: Introduction What is Linear Regression? The dataset Analysis How does Linear Regression Work? Challenges and Limitations Building own Linear regression Model Conclusion INTRODUCTION House Price Prediction is one of the basic datasets to practice in Machine […]

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House Price Prediction: Linear Regresion

Learn how to build a House Price Prediction model using Linear Regression in Python. Step-by-step guide with code examples, data preprocessing, and evaluation metrics explained. INTRODUCTION Predicting house prices is one of the most fundamental applications of data science and machine learning. Imagine being able to forecast how much a house is worth based on

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