
Machine Learning Concepts and Applications

Interactive Video
•
Computers, Science, Mathematics
•
7th - 12th Grade
•
Hard

Emma Peterson
FREE Resource
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10 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary advantage of machine learning over traditional programming?
It does not require any human intervention.
It is slower than human decision-making.
It can learn from past data and improve over time.
It requires no data to function.
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In the example of Paul's song preferences, which two features were used to determine his likes and dislikes?
Lyrics and artist
Tempo and intensity
Album and release year
Genre and gender of voice
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the k-nearest neighbors algorithm primarily used for?
Predicting future stock prices
Classifying data points based on proximity to known data
Generating random numbers
Optimizing search engine results
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which type of learning uses labeled data to train models?
Deep learning
Supervised learning
Reinforcement learning
Unsupervised learning
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In unsupervised learning, what is the primary goal?
To label data points
To find patterns and group data without labels
To maximize rewards
To minimize errors
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is reinforcement learning based on?
Predefined rules
Supervised data
Unlabeled data
Reward and feedback system
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why is machine learning more feasible today compared to the past?
Higher costs of computing
Decreased interest in traditional programming
Increased computational power and data availability
Lack of data
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