
Exploring the Fundamentals of Data Science

Interactive Video
•
Mathematics
•
6th - 10th Grade
•
Hard
Standards-aligned

Amelia Wright
FREE Resource
Standards-aligned
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9 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary benefit of data science mentioned in the introduction?
Changing past behaviors
Improving luck
Predicting the future
Enhancing decision-making
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the first step in utilizing data for analysis as mentioned in the video?
Creating a feature matrix
Clustering similar data
Building a predictive model
Collecting customer feedback
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of a feature matrix in data science?
To organize and analyze customer feedback
To record and store data efficiently
To compile characteristics of a dataset
To visualize data for presentations
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which two types of models are primarily used in data science?
Analytical and Descriptive
Predictive and Prescriptive
Quantitative and Qualitative
Unsupervised and Supervised
Tags
CCSS.HSS.IC.B.3
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does unsupervised learning help you achieve?
Improving data quality
Extracting groups of similar customers
Predicting exact future events
Understanding past customer behaviors
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is clustering in the context of unsupervised learning?
A strategy to improve data security
A process to group similar customers
A method to predict future trends
A technique to reduce data size
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why is data science considered crucial for ad targeting?
It guarantees increased sales
It allows for the extraction of customer groups
It helps in identifying customer locations
It ensures 100% customer satisfaction
8.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How can supervised learning be applied according to the video?
To cluster data into different groups
To supervise data collection processes
To predict new customer behaviors
To collect more accurate data
9.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What potential benefit does supervised learning offer businesses?
Automating all decision-making processes
Eliminating the need for data analysis
Increasing investment returns
Reducing operational costs
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