
Introduction to Machine Learning
Flashcard
•
Physics
•
12th Grade
•
Practice Problem
•
Hard
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15 questions
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1.
FLASHCARD QUESTION
Front
What is Machine Learning?
Back
A subset of artificial intelligence that enables systems to learn from data, identify patterns, and make decisions with minimal human intervention.
2.
FLASHCARD QUESTION
Front
What are the main types of Machine Learning?
Back
1. Supervised Learning: Learning from labeled data. 2. Unsupervised Learning: Learning from unlabeled data. 3. Reinforcement Learning: Learning through trial and error to maximize rewards.
3.
FLASHCARD QUESTION
Front
What is Supervised Learning?
Back
A type of machine learning where the model is trained on a labeled dataset, meaning the input data is paired with the correct output.
4.
FLASHCARD QUESTION
Front
What is Unsupervised Learning?
Back
A type of machine learning that deals with unlabeled data, where the model tries to learn the underlying structure or distribution in the data.
5.
FLASHCARD QUESTION
Front
What is Reinforcement Learning?
Back
A type of machine learning where an agent learns to make decisions by taking actions in an environment to maximize cumulative reward.
6.
FLASHCARD QUESTION
Front
What is Automated Pattern Recognition?
Back
The ability of machine learning algorithms to identify patterns and regularities in data without human intervention.
7.
FLASHCARD QUESTION
Front
What are some applications of Machine Learning?
Back
1. Image Recognition 2. Speech Recognition 3. Autonomous Vehicles 4. Fraud Detection 5. Recommendation Systems.
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