Python: Master House Price Prediction with Linear Regression
Completed by MARIA ANGELICA NOPRE BALDRES
May 9, 2026
6 hours (approximately)
MARIA ANGELICA NOPRE BALDRES'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 Cleansing
- Category: Model Evaluation
- Category: Predictive Analytics
- Category: Machine Learning
- Category: Correlation Analysis
- Category: Regression Analysis
- Category: Feature Engineering
- Category: Predictive Modeling
- Category: Exploratory Data Analysis
- Category: Data Preprocessing
- Category: Data Science
- Category: Data Transformation
