Performing Basic Feature Engineering in Keras Reviews

Greg G. · Reviewed over 2 years ago

Dakam P. · Reviewed over 2 years ago

Jinay J. · Reviewed over 2 years ago

Aki R. · Reviewed over 2 years ago

Gustavo R. · Reviewed over 2 years ago

Not updated, install scikit-learn, should seed both the lab and solution.

Guang Jun . · Reviewed over 2 years ago

Man L. · Reviewed over 2 years ago

Elvira S. · Reviewed over 2 years ago

Hrutik P. · Reviewed over 2 years ago

This lab was pretty bad to be honest. Many of the parts we're expected to fill in were not really covered (e.g., defining a function within a function for scaling the data seems like an over-complicated way of standardizing the data). It also doesn't follow best ML practices. For instance, you train one model, then load the test dataset to make a prediction. Then after feature engineering, you predict on the test dataset again to compare models. This should not be done. Also, you refer to one of the models as 'linear regression', but I don;t understand why? You create a DNN in Keras and use ReLU activation functions, so how is it linear regression?

Robert S. · Reviewed over 2 years ago

The jupyter lab did not start

Sonali M. · Reviewed over 2 years ago

Wojciech Ś. · Reviewed over 2 years ago

Thiago S. · Reviewed over 2 years ago

Anthony H. · Reviewed over 2 years ago

Very odd prediction for the first model (without feature engineering), house value is predicted below 10000, very far from the solution's 190k. Moreover it seems like the ocean proximity categorical feature is not included in the feature columns in the first part

Etienne V. · Reviewed over 2 years ago

Piotr T. · Reviewed over 2 years ago

Konrad S. · Reviewed over 2 years ago

Amanda K. · Reviewed over 2 years ago

Nelson F. · Reviewed over 2 years ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed over 2 years ago

Kaita F. · Reviewed over 2 years ago

Karen L. · Reviewed over 2 years ago

Rainer B. · Reviewed over 2 years ago

Tulkin Y. · Reviewed over 2 years ago

Sandesh T. · Reviewed over 2 years ago