Python: Master House Price Prediction with Linear Regression
Completed by Alkarim Nathoo
November 9, 2025
6 hours (approximately)
Alkarim Nathoo's account is verified. Coursera certifies their successful completion of Python: Master House Price Prediction with Linear Regression
What you will learn
Prepare and preprocess housing datasets, apply transformations, and engineer features.
Build and evaluate regression models with correlation, VIF, and accuracy metrics.
Apply an end-to-end workflow on the Ames Housing dataset for predictive analytics.
Skills you will gain
- Category: Statistical Modeling
- Category: Exploratory Data Analysis
- Category: Correlation Analysis
- Category: Regression Analysis
- Category: Feature Engineering
- Category: Data Analysis
- Category: Data Preprocessing
- Category: Data Cleansing
- Category: Model Evaluation
- Category: Predictive Analytics
- Category: Data Wrangling
- Category: Predictive Modeling
