Performing Basic Feature Engineering in Keras Reviews

Jinay J. · Reviewed أكثر من سنة ago

Aki R. · Reviewed أكثر من سنة ago

Gustavo R. · Reviewed أكثر من سنة ago

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

Guang Jun . · Reviewed أكثر من سنة ago

Man L. · Reviewed أكثر من سنة ago

Elvira S. · Reviewed أكثر من سنة ago

Hrutik P. · Reviewed أكثر من سنة 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 أكثر من سنة ago

The jupyter lab did not start

Sonali M. · Reviewed أكثر من سنة ago

Wojciech Ś. · Reviewed أكثر من سنة ago

Thiago S. · Reviewed أكثر من سنة ago

Anthony H. · Reviewed أكثر من سنة 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 أكثر من سنة ago

Piotr T. · Reviewed أكثر من سنة ago

Konrad S. · Reviewed أكثر من سنة ago

Amanda K. · Reviewed أكثر من سنة ago

Nelson F. · Reviewed أكثر من سنة ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed أكثر من سنة ago

Kaita F. · Reviewed أكثر من سنة ago

Karen L. · Reviewed أكثر من سنة ago

Rainer B. · Reviewed أكثر من سنة ago

Tulkin Y. · Reviewed أكثر من سنة ago

Sandesh T. · Reviewed أكثر من سنة ago

Ian C. · Reviewed أكثر من سنة ago

Vaibhav N. · Reviewed أكثر من سنة ago