Python: Master House Price Prediction with Linear Regression
Completed by An Thuy Pham
November 9, 2025
6 hours (approximately)
An Thuy Pham'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: Data Wrangling
- Category: Data Science
- Category: Predictive Analytics
- Category: Machine Learning
- Category: Correlation Analysis
- Category: Feature Engineering
- Category: Data Analysis
- Category: Regression Analysis
- Category: Data Preprocessing
- Category: Exploratory Data Analysis
- Category: Data Transformation
- Category: Data Cleansing
