Zillow Prize: Zillow’s Home Value Prediction (Zestimate)

Who this competition fits

Intermediate learners who want a classic tabular regression challenge with real estate data. One of the best learning competitions for feature engineering and gradient boosting techniques.

From registration to a first submission

1. 01

   Python

2. 02

   pandas and feature engineering

3. 03

   gradient boosting (XGBoost/LightGBM)

4. 04

   regression fundamentals

5. 05

   cross-validation

Before you commit: While the data is tabular and approachable, achieving top performance requires sophisticated feature engineering, understanding of real estate domain, handling of temporal data splits, and careful validation strategy.