Performing Basic Feature Engineering in Keras Reviews

Jinay J. · Reviewed over 1 year ago

Aki R. · Reviewed over 1 year ago

Gustavo R. · Reviewed over 1 year ago

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

Guang Jun . · Reviewed over 1 year ago

Man L. · Reviewed over 1 year ago

Elvira S. · Reviewed over 1 year ago

Hrutik P. · Reviewed over 1 year 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 1 year ago

The jupyter lab did not start

Sonali M. · Reviewed over 1 year ago

Wojciech Ś. · Reviewed over 1 year ago

Thiago S. · Reviewed over 1 year ago

Anthony H. · Reviewed over 1 year 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 1 year ago

Piotr T. · Reviewed over 1 year ago

Konrad S. · Reviewed over 1 year ago

Amanda K. · Reviewed over 1 year ago

Nelson F. · Reviewed over 1 year ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed over 1 year ago

Kaita F. · Reviewed over 1 year ago

Karen L. · Reviewed over 1 year ago

Rainer B. · Reviewed over 1 year ago

Tulkin Y. · Reviewed over 1 year ago

Sandesh T. · Reviewed over 1 year ago

Ian C. · Reviewed over 1 year ago

Vaibhav N. · Reviewed over 1 year ago