Performing Basic Feature Engineering in Keras Reviews

Jinay J. · Reviewed 1 yıldan fazla ago

Aki R. · Reviewed 1 yıldan fazla ago

Gustavo R. · Reviewed 1 yıldan fazla ago

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

Guang Jun . · Reviewed 1 yıldan fazla ago

Man L. · Reviewed 1 yıldan fazla ago

Elvira S. · Reviewed 1 yıldan fazla ago

Hrutik P. · Reviewed 1 yıldan fazla 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 1 yıldan fazla ago

The jupyter lab did not start

Sonali M. · Reviewed 1 yıldan fazla ago

Wojciech Ś. · Reviewed 1 yıldan fazla ago

Thiago S. · Reviewed 1 yıldan fazla ago

Anthony H. · Reviewed 1 yıldan fazla 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 1 yıldan fazla ago

Piotr T. · Reviewed 1 yıldan fazla ago

Konrad S. · Reviewed 1 yıldan fazla ago

Amanda K. · Reviewed 1 yıldan fazla ago

Nelson F. · Reviewed 1 yıldan fazla ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed 1 yıldan fazla ago

Kaita F. · Reviewed 1 yıldan fazla ago

Karen L. · Reviewed 1 yıldan fazla ago

Rainer B. · Reviewed 1 yıldan fazla ago

Tulkin Y. · Reviewed 1 yıldan fazla ago

Sandesh T. · Reviewed 1 yıldan fazla ago

Ian C. · Reviewed 1 yıldan fazla ago

Vaibhav N. · Reviewed 1 yıldan fazla ago