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Questions and Answers
Which type of algorithm is used to group data points with similar characteristics?
Which type of algorithm is used to group data points with similar characteristics?
- Clustering algorithms (correct)
- Convolutional neural networks
- Genetic algorithms
- Supervised learning
What is the purpose of natural language processing in AI?
What is the purpose of natural language processing in AI?
- To identify and make sense of images
- To recognize human communication (correct)
- To learn without being programmed
- To simulate human intelligence and behavior
Which type of learning draws inferences from input data without labeled responses?
Which type of learning draws inferences from input data without labeled responses?
- Supervised learning
- Genetic algorithms
- Deep learning
- Unsupervised learning (correct)
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Study Notes
- AI involves machines simulating human intelligence and behavior
- Machine learning allows machines to learn without being programmed
- Natural language processing allows programs to recognize human communication
- Chatbots are a commonly used interface for AI programs
- Convolutional neural networks identify and make sense of images
- Deep learning involves machines mimicking human thought patterns
- Clustering algorithms group data points with similar characteristics
- Genetic algorithms find optimal solutions to difficult problems
- Supervised learning trains machines to generate desired algorithms
- Unsupervised learning draws inferences from input data without labeled responses.
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