Performing Basic Feature Engineering in Keras Reviews

Man L. · Reviewed neredeyse 2 yıl ago

Elvira S. · Reviewed neredeyse 2 yıl ago

Hrutik P. · Reviewed neredeyse 2 yıl 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 neredeyse 2 yıl ago

The jupyter lab did not start

Sonali M. · Reviewed neredeyse 2 yıl ago

Wojciech Ś. · Reviewed neredeyse 2 yıl ago

Thiago S. · Reviewed neredeyse 2 yıl ago

Anthony H. · Reviewed neredeyse 2 yıl 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 neredeyse 2 yıl ago

Piotr T. · Reviewed neredeyse 2 yıl ago

Konrad S. · Reviewed neredeyse 2 yıl ago

Amanda K. · Reviewed neredeyse 2 yıl ago

Nelson F. · Reviewed neredeyse 2 yıl ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed neredeyse 2 yıl ago

Kaita F. · Reviewed neredeyse 2 yıl ago

Karen L. · Reviewed neredeyse 2 yıl ago

Rainer B. · Reviewed neredeyse 2 yıl ago

Tulkin Y. · Reviewed neredeyse 2 yıl ago

Sandesh T. · Reviewed neredeyse 2 yıl ago

Ian C. · Reviewed neredeyse 2 yıl ago

Vaibhav N. · Reviewed neredeyse 2 yıl ago

Mouad A. · Reviewed neredeyse 2 yıl ago

Fabien D. · Reviewed neredeyse 2 yıl ago

Akash C. · Reviewed neredeyse 2 yıl ago

Yomna M. · Reviewed neredeyse 2 yıl ago