NEW
Font size
WorksheetsMachine Learning
Total questions: 13
Worksheet time: 7mins
Machine learning is a subset of artificial intelligence
True
False
A computer program is said to learn from __________ E with respect to some class of tasks T and performance measure P, if its performance at tasks in T, as measured by P, improves with E.
Training
Experience
Database
Algorithm
A ___________ is a particular instance of data x. We break these into 2 categories, labeled and unlabeled.
objects
examples
features
models
A ____________ defines the relationship between features and label. This has 2 phases, training and inference.
Frame
Example
Model
Feature
A _______________ is the thing we are predicting. The y variable in linear regression. This could be the future price of wheat, a kind of animal, etc.
Label
Feature
Example
Model
A __________________ is an input variable. The x variable in linear regression. This can be words in the email text, senders address, time of day, etc.
Label
Feature
Model
Example
A regression model predicts values such as What is the value of a house in california or the probability someone will click on this ad.
True
False
A Classificiation model predicts discrete values that answer questions like, is this email spam or not spam? Is this a dog, cat or a hamster?
True
False
This model predicts if this is a shoe or not a shoe.
regression
classificiation
This model predicts the cost of a car in 2 years.
regression
classification
Field of study that gives computers the ability to learn without being explicitly programmed.
Deep Learning
Machine Learning
Data Science
What would make a robot intelligent?
It responds to the environment.
It responds to the environment according to previous experiences.
It calculates mathematical problems faster than human minds.
It can jump 1.5 meters higher than humans.
