Performing Basic Feature Engineering in Keras Reviews

Greg G. · Reviewed больше 2 лет ago

Dakam P. · Reviewed больше 2 лет ago

Jinay J. · Reviewed больше 2 лет ago

Aki R. · Reviewed больше 2 лет ago

Gustavo R. · Reviewed больше 2 лет ago

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

Guang Jun . · Reviewed больше 2 лет ago

Man L. · Reviewed больше 2 лет ago

Elvira S. · Reviewed больше 2 лет ago

Hrutik P. · Reviewed больше 2 лет 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 2 лет ago

The jupyter lab did not start

Sonali M. · Reviewed больше 2 лет ago

Wojciech Ś. · Reviewed больше 2 лет ago

Thiago S. · Reviewed больше 2 лет ago

Anthony H. · Reviewed больше 2 лет 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 2 лет ago

Piotr T. · Reviewed больше 2 лет ago

Konrad S. · Reviewed больше 2 лет ago

Amanda K. · Reviewed больше 2 лет ago

Nelson F. · Reviewed больше 2 лет ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed больше 2 лет ago

Kaita F. · Reviewed больше 2 лет ago

Karen L. · Reviewed больше 2 лет ago

Rainer B. · Reviewed больше 2 лет ago

Tulkin Y. · Reviewed больше 2 лет ago

Sandesh T. · Reviewed больше 2 лет ago