Performing Basic Feature Engineering in Keras Reviews

Man L. · Reviewed почти 2 лет ago

Elvira S. · Reviewed почти 2 лет ago

Hrutik P. · Reviewed почти 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 почти 2 лет ago

The jupyter lab did not start

Sonali M. · Reviewed почти 2 лет ago

Wojciech Ś. · Reviewed почти 2 лет ago

Thiago S. · Reviewed почти 2 лет ago

Anthony H. · Reviewed почти 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 почти 2 лет ago

Piotr T. · Reviewed почти 2 лет ago

Konrad S. · Reviewed почти 2 лет ago

Amanda K. · Reviewed почти 2 лет ago

Nelson F. · Reviewed почти 2 лет ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed почти 2 лет ago

Kaita F. · Reviewed почти 2 лет ago

Karen L. · Reviewed почти 2 лет ago

Rainer B. · Reviewed почти 2 лет ago

Tulkin Y. · Reviewed почти 2 лет ago

Sandesh T. · Reviewed почти 2 лет ago

Ian C. · Reviewed почти 2 лет ago

Vaibhav N. · Reviewed почти 2 лет ago

Mouad A. · Reviewed почти 2 лет ago

Fabien D. · Reviewed почти 2 лет ago

Akash C. · Reviewed почти 2 лет ago

Yomna M. · Reviewed почти 2 лет ago