Performing Basic Feature Engineering in Keras Reviews

Jinay J. · Reviewed מעל שנה אחת ago

Aki R. · Reviewed מעל שנה אחת ago

Gustavo R. · Reviewed מעל שנה אחת ago

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

Guang Jun . · Reviewed מעל שנה אחת ago

Man L. · Reviewed מעל שנה אחת ago

Elvira S. · Reviewed מעל שנה אחת ago

Hrutik P. · Reviewed מעל שנה אחת 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 מעל שנה אחת ago

The jupyter lab did not start

Sonali M. · Reviewed מעל שנה אחת ago

Wojciech Ś. · Reviewed מעל שנה אחת ago

Thiago S. · Reviewed מעל שנה אחת ago

Anthony H. · Reviewed מעל שנה אחת 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 מעל שנה אחת ago

Piotr T. · Reviewed מעל שנה אחת ago

Konrad S. · Reviewed מעל שנה אחת ago

Amanda K. · Reviewed מעל שנה אחת ago

Nelson F. · Reviewed מעל שנה אחת ago

does not work, scikit-learn warning at the beginning

Adrian K. · Reviewed מעל שנה אחת ago

Kaita F. · Reviewed מעל שנה אחת ago

Karen L. · Reviewed מעל שנה אחת ago

Rainer B. · Reviewed מעל שנה אחת ago

Tulkin Y. · Reviewed מעל שנה אחת ago

Sandesh T. · Reviewed מעל שנה אחת ago

Ian C. · Reviewed מעל שנה אחת ago

Vaibhav N. · Reviewed מעל שנה אחת ago