- Get the data from Kaggle housing competition
- Follow the lecture slides to train and evaluate several models on it
- LinearRegression
- KNN
- Neural net with a single neuron in a single layer (train for at least 200 epochs using batches of 8 or 16)
- Neural net with 2 layers with 8 neurons in the hidden layer
- Optional: submit your predictions to Kaggle