Data Preparation for AI Exercises (Part 3)
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Question 1 of 4
1. Question
What is Data Transformation?
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Question 2 of 4
2. Question
What is one thing that data preparation tools can’t provide?
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Question 3 of 4
3. Question
What is a potential limitation of synthetic data?
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Question 4 of 4
4. Question
Match the Data Preparation term to the definition [drag the term to the definition]
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- Data Augmentation
- Data Labeling
- Bounding box
- Sensor fusion
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Techniques used to enhance existing data through the use of additional data, manipulations on existing data, or combinations of data in various ways
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Necessary additional metadata that is applied to training data to provide the meaning necessary to train supervised learning machine learning models
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Boundary lines drawn around an object or set of objects to serve as a point of reference for object detection
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The combination of multiple sources of sensor and other data correlated together simultaneously to help provide situational awareness for autonomous vehicles and other devices
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