Performing Basic Feature Engineering in Keras Reviews

Jinay J. · Reviewed больше 1 года ago

Aki R. · Reviewed больше 1 года ago

Gustavo R. · Reviewed больше 1 года ago

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

Guang Jun . · Reviewed больше 1 года ago

Man L. · Reviewed больше 1 года ago

Elvira S. · Reviewed больше 1 года ago

Hrutik P. · Reviewed больше 1 года 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 больше 1 года ago

The jupyter lab did not start

Sonali M. · Reviewed больше 1 года ago

Wojciech Ś. · Reviewed больше 1 года ago

Thiago S. · Reviewed больше 1 года ago

Anthony H. · Reviewed больше 1 года 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 больше 1 года ago

Piotr T. · Reviewed больше 1 года ago

Konrad S. · Reviewed больше 1 года ago

Amanda K. · Reviewed больше 1 года ago

Nelson F. · Reviewed больше 1 года ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed больше 1 года ago

Kaita F. · Reviewed больше 1 года ago

Karen L. · Reviewed больше 1 года ago

Rainer B. · Reviewed больше 1 года ago

Tulkin Y. · Reviewed больше 1 года ago

Sandesh T. · Reviewed больше 1 года ago

Ian C. · Reviewed больше 1 года ago

Vaibhav N. · Reviewed больше 1 года ago