stud
bud
Sign up
Log in
Home
Library
Explore
SAT
More
Artificial Intelligence and Data Science Flashcards | StudBud
Explore
/
Artificial Intelligence and Data Science
Artificial Intelligence and Data Science
47 terms
·
StudBud Administration
·
193 plays
Imported from external platform
Flashcards
47 cards
F
Practice quiz
P
Host live
L
Questions
47
Answers
1
This concepts refers to learning that enables learners to perform better in situations not previously encountered
Deception
Language understanding
Generalisation learning
Reasoning
2
Machine Learning is only as good as the training data you put into it.
False
True
3
What is ChatGPT's primary purpose?
To interpret context and provide relevant responses
To perform database lookups
To search the internet for information
To predict the future
4
This is a machine learning technique that teaches computers to do what comes naturally to humans: learn by example
Strong AI
Deep learning
NLP
Weak AI
5
Even with thousands of examples provided for machine learning, there can be problems with the computer's _____
output
assumptions
predictions
hardware
6
What type of visualisation skills are important for a data scientist to have?
The ability to use data visualisation tools like Tableau and PowerBI
The ability to create interactive dashboards
The ability to create animations and 3D visualisations
The ability to create meaningful visualisations that communicate insights
7
Which of the following is not a function of Computer Vision?
Object tracking
Making gaming decisions
Object Detection
Image segmentation
8
What is the primary objective of AI?
To generate random ideas
To solve problems typically handled by humans
To accelerate data processing in computers
To simulate human emotions
9
This AI concept involves investigating potential solutions to problems through reasoning techniques
Reasoning
Perception
Problem-solving
Generalisation learning
10
Most AI algorithms are also:
Strong AI systems
Expert systems
Machine systems
Complex systems
11
Which of the seven original areas of AI involves dealing with ideas rather than events?
General language usage
Abstraction
Self-improvement
Simulating higher brain functions
12
What is the main role of a data scientist in the evaluation of a machine learning model?
To determine the accuracy of the model
To implement the model
To impede the model's performance
To improve the model's performance
13
Recurrent Neural Networks(RNN) are used in:
Robotics
NLP
Computer vision
Knowledge management
14
Why should we fear AI?
Unemployement levels may rise
Because producing machines causes greenhouse effects
Sea levels may rise
There's no need to fear
15
These types of algorithms are used in search engines like google which prioritize the results for the user
Filtering algorithms
Association algorithms
Priortization algorithms
Classification algorithms
16
Machines demonstrate this when drawing conclusions from learning
Artificial Learning
Image Learning
Computer Learning
Machine Learning
17
What is the Turing Test or, as Alan Turing called it, 'The Imitation Game'?
A test for a neural link between humans and robots
A test of visual perception for an AI
A test for intelligence in a computer
An emotional recognition test for robots
18
Which neural network architecture plays a crucial role in ChatGPT's operation?
Reinforcement network
Magic network
Quantum network
Transformer network
19
Artificial intelligence is:
using robots for procedures instead of physicians
fake intelligence
humans using computer programs to complete work faster
a machine’s ability to imitate intelligent behavior
20
Which of the following is an example of AI?
All of the above
Chatbots
Self-driveless car
Movie recommendations
21
Simulating the human brain by building systems that think and in the process give us an insight how the brain works is:
Machine learning
Strong AI
Weak AI
Deep learning
22
How does ChatGPT differ from Google in terms of providing answers?
ChatGPT searches the internet for answers while Google does not
ChatGPT interprets context while Google returns search results
Google uses magic to generate answers while ChatGPT does not
Google performs reinforcement learning while ChatGPT does not
23
Self-driving car is an application of __________________.
natural language processing
recognition
task
computer vision
24
A series of steps undertaken in order to solve a particular problem or accomplish a defined outcome
Weak AI
Deep learning
Strong AI
Algorithm
25
Which AI concept refers to being able to draw conclusions according to a situation in hand?
Deception
Reasoning
Problem-solving
Language understanding
26
Convulational Neural Networks(CNN) are used in:
Robotics
Computer vision
NLP
Knowledge management
27
What does the acronym "GPT" stand for in ChatGPT?
Google Programming Tool
General Purpose Text
Generative Pre-trained Transformer
Great Public Technology
28
Which is the most commonly used programming language in data science?
Python
C#
Scratch
Java
29
A system that mimics human behaviour but doesn’t give us an insight into how the brain works.
Machine learning
Deep Learning
Strong AI
Weak AI
30
The ability of machines to identify patterns in data, and then use those patterns to make decisions
Computer Vision
NLP
Pattern Recognition
Robotics
31
What is the difference between Artificial Intelligence and Machine Learning?
AI covers machine learning in addition to other aspects
Machine learning covers AI in addition to other aspects
None of the answers
AI is the same as machine Learning
32
Which of the following statements about machine learning is true?
Machine learning does not make use of any algorithms
Machine learning requires the exact steps required to solve a problem
Machine learning is a manual process
Machine learning learns to recognise patterns from data
33
These types of algorithms are used for recommended systems:
Association algorithms
Prioritization algorithms
Filtering algorithms
Classification algorithms
34
The process of trying to extract meaning from data by answering questions is referred to as:
Data science
Deep learning
Machine learning
Artificial Intelligence
35
These types of algorithms involve categorizing a particular entity ex. is this e-mail spam?
Classification algorithms
Association algorithms
Filtering algorithms
Priortization algorithms
36
Which of the 7 AI aspects have we just started to explore?
Self-improvement
Randomness and creativity
Using a general language
Measuring problem complexity
37
Which computer scientist proposed a test to establish whether a computer has intelligence?
Elon Musk
Alan Turing
Steve Jobs
Bill Gates
38
The ability of a computer running biometric technology to recognize faces for use in identifying people.
Facial Cognition
Facial Reconciliation
Facial Recognition
Facial Reconnaissance
39
What is the primary difference between supervised learning and unsupervised learning in data science?
The type of algorithm used
The presence of labelled data
The amount of data used
The complexity of the model
40
This AI area is concerned with giving computers the ability to understand text and spoken words as human beings can.
Computer Vision
NLP (Natural Language Processing)
Knowledge management
Robotics
41
What does AI stand for?
awesome integers
artificial imposters
autonomous intelligence
artificial intelligence
42
AI can __________ diseases such as cancer more accurately and in the early stages
cure
detect
delay
cause
43
Machine learning means learning from:
machines
computers
data
books
44
What is one of the key components of modern machine learning that ChatGPT uses?
Magic
Internet Searching
Quantum mechanics
Reinforcement learning
45
Which area of AI is associated with analysing features and relationships between objects in a scanned environment?
Language processing
Perception
Abstraction
Creativity
46
These types of algorithms involve including or excluding information according to various rules or criteria
Prioritization algorithms
Association algorithms
Filtering algorithms
Classification algorithms
47
Where was ChatGPT's training data collected from?
Only from books
A variety of sources, including books, web pages, and news articles
Exclusively from scientific journals
Only from Wikipedia