
Exploring AI and Machine Learning Concepts
Quiz
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Information Technology (IT)
•
University
•
Practice Problem
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Easy
Daksh Mehta
Used 2+ times
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25 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
What is Artificial Intelligence (AI)?
A programming language
A type of computer hardware
A method for data storage
Artificial Intelligence (AI) is the simulation of human intelligence in machines.
2.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Define Deep Learning and its significance.
Deep Learning is a subset of machine learning using neural networks with many layers, significant for its ability to model complex patterns and drive advancements in AI applications.
Deep Learning is a type of traditional programming that does not use data.
Deep Learning is solely focused on image processing and has no other applications.
Deep Learning is a method of data storage that enhances database performance.
3.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
What distinguishes Machine Learning from traditional programming?
Traditional programming adapts to new data automatically.
Machine Learning learns from data, while traditional programming follows explicit instructions.
Machine Learning requires no data to function.
Machine Learning is only used for image recognition.
4.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Explain the concept of heuristic search in AI.
Heuristic search is a method that avoids using any form of evaluation functions.
Heuristic search is a method in AI that uses heuristic functions to guide the search for solutions more efficiently.
Heuristic search relies solely on exhaustive search techniques to find solutions.
Heuristic search is a random search method without any guiding principles.
5.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
What does BFS stand for and how does it work?
Breadth-First Search
Best-First Search
Breadth-Second Search
Binary-First Search
6.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Dilpreet is trying to navigate through a complex maze to find the exit. He decides to use the DFS algorithm to explore the paths. Describe the DFS algorithm and its applications.
DFS is a method for calculating the shortest path in weighted graphs.
DFS is primarily used for sorting arrays in ascending order.
DFS is used in applications such as pathfinding, topological sorting, solving puzzles (like mazes), and analyzing connected components in graphs.
DFS is mainly applied in database query optimization. he will be able to apply this to fetch databse of the maze and find the solution.
7.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
What is the A* algorithm and when is it used?
The A* algorithm is primarily used for image processing.
The A* algorithm is used for sorting data in databases.
The A* algorithm is used for finding the shortest path in graphs and is commonly applied in navigation and game development.
The A* algorithm is a type of machine learning model.
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