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Artificial Intelligence and Machine Learning 4 Flashcards | StudBud
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Artificial Intelligence and Machine Learning 4
Artificial Intelligence and Machine Learning 4
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1
Snapchat filters that detect your face and apply effects as you move utilize which type of machine learning?
Clustered Learning
Unsupervised Learning
Reinforcement Learning
Supervised Learning
2
An app combines photos, your location, and the time to create authentic posts. Which V of Big Data does the represent?
Value
Volume
Variety
Velocity
3
Netflix remembers where you left off in shows & suggests new series based on your preferences. This represents which V?
Volume
Value
Veracity
Velocity
4
Your app works when connected to WiFi but has limited features offline. Which machine learning limitation is this?
Social Acceptance
Overfitting
Hardware
Data Bias
5
What type of data is represented by a fitness app showing your jogging route with elevation changes?
Structured Data
Geospatial Data
Machine/Operational Logging Data
Open-Source Data
6
Self-driving car training that learns to navigate roads, stop at red lights, and avoid obstacles uses:
Unsupervised Learning
Supervised Learning
Automated Learning
Reinforcement Learning
7
An AI admission system that favors students from certain ZIP codes based on past data raises concerns related to:
Ethical Consideration
Overfitting
Hardware limitations
Social Acceptance
8
A website that identifies whether a review is positive, negative, or neutral is using which machine learning output?
Clustering
Validation
Classification
Regression
9
Which type of data would a public database of nutrition facts for foods at restaurant chains be classified as?
Open-Source Data
Geospatial Data
Structured Data
Semi-Structured Data
10
Which type of data would best describe your Instagram photos with friends at different locations?
Unstructured Data
Semi-Structured Data
Machine/Operational Logging Data
Structured Data
11
Users upload more than 12 hours of video content every minute worldwide. Which of the 5 V's does this best represent?
Value
Volume
Velocity
Variety
12
A program that predicts how many hours of study you'll need to get your target grade uses which machine learning output?
Clustering
Regression
Verification
Classification
13
The "For You" Page decides which videos to show you next based on past behavior. This is which machine learning method?
Unsupervised Learning
Reinforcement Learning
Semi-Supervised Learning
Supervised Learning
14
Your Instagram explore page shows only content extremely similar to what you've already liked. This is an example of:
Data Bias
Social Acceptance Issues
Hardware Limitations
Overfitting
15
Which of the following is an example of Semi-Structured Data?
Voice messages in a group chat
Census Bureau website statistics
School attendance records in a database
Reviews for a skincare product including star ratings and text comments
16
An app that recommends new music by analyzing your listening habits and grouping similar songs uses which output?
Clustering
Regression
Classification
Verification
17
Retail sites need to find & remove fake product reviews to help users make informed decisions. This represents which V?
Veracity
Variety
Volume
Velocity
18
A makeup app works flawlessly for your friend but glitches with your skin tone. This is an example of which limitation?
Ethical Considerations
Data Bias
Overfitting
Hardware
19
A dance video game that adjusts difficulty based on your mastery of certain moves uses which machine learning approach?
Reinforcement Learning
Classification Learning
Supervised Learning
Unsupervised Learning
20
Which of the following is an example of Machine/Operational Logging Data?
Wikipedia articles about trending celebrities
YouTube comments under a music video
Your phone's record of battery usage by different apps
Your monthly allowance spreadsheet
