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dmitriy-kisil / DataCamp_Solutions_Python

My solutions to DataCamp projects (now only Python)
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Datasets in solutions not useable #1

Closed Ecofoot closed 5 years ago

Ecofoot commented 5 years ago

Oysiyl, I have downloaded the zip files to your solutions and have unzipped them. I am having difficulty being able to access and view the Naive Bee (both projects-predict and image loading) datasets; the bee_1.jpg (etc.) files and the "images.zip" file of bee photos for machine learning.

It seems like these files may be corrupt.

How can I obtain this data to use off the DataCamp site such is in my own Anaconda python program etc. I would like to view/analyze the data more on my own.

Thanks.

Rich "Ecofoot"

dmitriy-kisil commented 5 years ago

Hmm, interesting.. After completing each project you can download notebook withprovided data for him via DataCamp. I checked - and zip are really corrupt. It's look like problem on DataCamp side. Or DataCamp decided to disallow access to datasets from users.

Ecofoot commented 5 years ago

For the Deep Learning solution for Naive Bees part 9:

Why do you use "model.evaluate(..." on holdout set rather than pretrained_cnn.evaluate(.....  as on test set? Thanks.

-Rich # load pre-trained model pretrained_cnn = keras.models.load_model('datasets/pretrained_model.h5') # evaluate model on test set score =/pretrained_cnn.evaluate/(x_test, ytest, verbose=0) print('Test loss:', score[0]) print('Test accuracy:', score[1]) print("") # evaluate model on holdout set_ eval_score = /model.evaluate/(x_eval, y_eval, verbose=0)

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Hmm, interesting.. After completing each project you can download notebook withprovided data for him via DataCamp. I checked - and zip are really corrupt. It's look like problem on DataCamp side. Or DataCamp decided to disallow access to datasets from users.

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dmitriy-kisil commented 5 years ago

Oh, I download an old version of the notebook! My fault( For now I updated this project. Thanks for the comments