Performing Basic Feature Engineering in Keras Reviews

Man L. · Reviewed ما يقرب من سنتين ago

Elvira S. · Reviewed ما يقرب من سنتين ago

Hrutik P. · Reviewed ما يقرب من سنتين 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 ما يقرب من سنتين ago

The jupyter lab did not start

Sonali M. · Reviewed ما يقرب من سنتين ago

Wojciech Ś. · Reviewed ما يقرب من سنتين ago

Thiago S. · Reviewed ما يقرب من سنتين ago

Anthony H. · Reviewed ما يقرب من سنتين 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 ما يقرب من سنتين ago

Piotr T. · Reviewed ما يقرب من سنتين ago

Konrad S. · Reviewed ما يقرب من سنتين ago

Amanda K. · Reviewed ما يقرب من سنتين ago

Nelson F. · Reviewed ما يقرب من سنتين ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed ما يقرب من سنتين ago

Kaita F. · Reviewed ما يقرب من سنتين ago

Karen L. · Reviewed ما يقرب من سنتين ago

Rainer B. · Reviewed ما يقرب من سنتين ago

Tulkin Y. · Reviewed ما يقرب من سنتين ago

Sandesh T. · Reviewed ما يقرب من سنتين ago

Ian C. · Reviewed ما يقرب من سنتين ago

Vaibhav N. · Reviewed ما يقرب من سنتين ago

Mouad A. · Reviewed ما يقرب من سنتين ago

Fabien D. · Reviewed ما يقرب من سنتين ago

Akash C. · Reviewed ما يقرب من سنتين ago

Yomna M. · Reviewed ما يقرب من سنتين ago