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Questions and Answers
What is the primary difference between machine learning and deep learning?
What is the primary difference between machine learning and deep learning?
- The interpretability of models
- The volume of data required for training
- The type of algorithms used
- The level of abstraction in feature engineering (correct)
In computer vision, what is the purpose of non-maximum suppression?
In computer vision, what is the purpose of non-maximum suppression?
- To reduce the number of false positives in object detection (correct)
- To speed up the process of image classification
- To improve the accuracy of semantic segmentation
- To enhance the resolution of images
In natural language processing (NLP), what is the Bag-of-Words model primarily used for?
In natural language processing (NLP), what is the Bag-of-Words model primarily used for?
- Representing text data as a sparse matrix (correct)
- Handling semantic similarity between words
- Analyzing sentiment in textual data
- Capturing the word order in a document
