Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - What Is Classification?
Interactive Video
•
Information Technology (IT), Architecture, Social Studies
•
University
•
Practice Problem
•
Hard
Wayground Content
FREE Resource
Read more
10 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary goal of classification in machine learning?
To reduce dimensionality
To cluster data points
To predict a category
To predict a numerical value
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which dataset is commonly used as a benchmark for digit recognition tasks?
COCO
ImageNet
MNIST
CIFAR-10
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What are the two prevalent types of data in machine learning?
Images and audio
Text and video
Images and text
Audio and video
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which field of study involves teaching computers to process images?
Computer Vision
Reinforcement Learning
Data Mining
Natural Language Processing
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is an example of binary classification?
Predicting house prices
Identifying spam emails
Clustering customer data
Recommending products
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What are the three components involved in classification?
Data collection, preprocessing, evaluation
Feature selection, model training, deployment
Training, testing, validation
Input data, model, prediction
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the role of labels in machine learning?
To serve as features
To provide input data
To reduce overfitting
To act as targets for predictions
Access all questions and much more by creating a free account
Create resources
Host any resource
Get auto-graded reports

Continue with Google

Continue with Email

Continue with Classlink

Continue with Clever
or continue with

Microsoft
%20(1).png)
Apple
Others
Already have an account?
Popular Resources on Wayground
15 questions
Fractions on a Number Line
Quiz
•
3rd Grade
20 questions
Equivalent Fractions
Quiz
•
3rd Grade
25 questions
Multiplication Facts
Quiz
•
5th Grade
22 questions
fractions
Quiz
•
3rd Grade
20 questions
Main Idea and Details
Quiz
•
5th Grade
20 questions
Context Clues
Quiz
•
6th Grade
15 questions
Equivalent Fractions
Quiz
•
4th Grade
20 questions
Figurative Language Review
Quiz
•
6th Grade
Discover more resources for Information Technology (IT)
12 questions
IREAD Week 4 - Review
Quiz
•
3rd Grade - University
23 questions
Subject Verb Agreement
Quiz
•
9th Grade - University
7 questions
Force and Motion
Interactive video
•
4th Grade - University
7 questions
Renewable and Nonrenewable Resources
Interactive video
•
4th Grade - University
5 questions
Poetry Interpretation
Interactive video
•
4th Grade - University
19 questions
Black History Month Trivia
Quiz
•
6th Grade - Professio...
15 questions
Review1
Quiz
•
University
15 questions
Pre1
Quiz
•
University