
AI and Machine Learning Concepts
Flashcard
•
Computers
•
10th Grade
•
Practice Problem
•
Medium
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14 questions
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1.
FLASHCARD QUESTION
Front
Artificial Intelligence (AI)
Back
The theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages.
2.
FLASHCARD QUESTION
Front
Machine Learning (ML)
Back
A subfield of AI that allows computers to learn from data without being explicitly programmed. It focuses on building algorithms that can recognize patterns and make predictions or decisions.
3.
FLASHCARD QUESTION
Front
Neural Network
Back
A computational model inspired by the structure and function of the human brain. It consists of interconnected 'neurons' that process information in layers, allowing it to learn complex patterns. It is the foundational structure for Deep Learning.
4.
FLASHCARD QUESTION
Front
Supervised Learning
Back
A type of Machine Learning where the model is trained on a dataset that is labeled. The model's goal is to learn the mapping function that turns inputs into the correct outputs. (e.g., training with thousands of images labeled 'cat' or 'dog').
5.
FLASHCARD QUESTION
Front
Unsupervised Learning
Back
A type of Machine Learning where the model is trained on an unlabeled dataset. The model's goal is to find hidden patterns and structures in the data on its own. (e.g., clustering news articles by topic without being told the topics in advance).
6.
FLASHCARD QUESTION
Front
Reinforcement Learning
Back
A type of Machine Learning where an 'agent' learns to make decisions by performing actions in an environment to achieve a reward. It learns through trial and error, like training a dog with treats.
7.
FLASHCARD QUESTION
Front
Deep Learning
Back
A subfield of Machine Learning that uses deep neural networks (with many layers) to learn from vast amounts of data. The depth allows it to learn highly complex patterns, from identifying objects in an image to understanding human speech.
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