Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to TensorFlow: Introduction to TensorFlow

What is the number of classes in the Caltech data set?

• 128

• 1024

• 512

• 256

How does the size of the Caltech data set compare to the Imagenet data set?

• Caltech is twice the size of Imagenet

• Caltech and Imagenet are the same size

• Caltech is smaller than Imagenet

• Caltech is larger than Imagenet

What is the first step in training a CNN on the Caltech data set?

• Report the validation accuracy

• Split the data into validation and training sets

• Add more convolutional layers

• Upload data to Google Colab

Where can you upload the data to run your CNN model?

• Google Colab

• IBM Cloud

• Microsoft Azure

• Amazon Web Services

Why is it recommended not to build a very deep CNN for CPU training?

• It will be hard to train

• It will require more data

• It will be too expensive

• It will not be accurate