Machine learning quiz — ScienceVerse

ScientistQuestion 1 of 3

According to the Deep Learning textbook, which trend in the history of deep learning was made possible by faster CPUs, general-purpose GPUs and better distributed-computing software?

The replacement of neural networks by hand-written rules

The increase in model size over time

The end of the need for training data

The disappearance of overfitting

AdvancedQuestion 2 of 3

In reinforcement learning, the learner is told the correct action for each situation, just as in supervised learning.

True

False

AdvancedQuestion 3 of 3

In Mitchell's definition of learning, for a spam filter, which item is the experience E?

The job of sorting incoming email

The percentage of emails sorted correctly

The collection of emails people have already labelled as spam or not spam

The computer the filter runs on

Machine learning quick check