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Robotics & Artificial Intelligence

Describe the two types of data used in the AI project cycle.

AI Project Framework

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Answer

The two types of data used in the AI project cycle are:

  1. Training Data: Training data is the initial dataset used to train an AI model. It is a set of examples that helps the AI model learn and identify patterns or perform particular tasks. The data used for training should be aligned with the problem statement and must be sufficient, relevant, accurate, and wide-ranging so that the model can learn effectively.

  2. Testing Data: Testing data is used to evaluate the performance of the AI model. It is the data that the AI algorithm has not seen before. Testing data helps in checking the accuracy and reliability of the AI model and represents the data that the model will encounter in real-world situations.

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