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In transfer learning, the target dataset is smaller than the base network data, and therefore, it is differentTRUEFALSE

Question

In transfer learning, the target dataset is smaller than the base network data, and therefore, it is different

TRUE / FALSE

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Solution

In transfer learning, the target dataset is smaller than the base network data, and therefore, it is different.

Step 1: Understand the concept of transfer learning. Transfer learning is a technique in machine learning where a pre-trained model, called the base network, is used as a starting point for a new task or dataset.

Step 2: Identify the target dataset. The target dataset refers to the new dataset that you want to apply the transfer learning technique to. In this case, the question states that the target dataset is smaller than the base network data.

Step 3: Compare the size of the target dataset with the base network data. The question implies that the target dataset is smaller than the base network data.

Step 4: Determine the difference between the target dataset and the base network data. Based on the information provided, the statement suggests that the target dataset being smaller than the base network data makes it different.

Step 5: Answer the question. Based on the steps above, the statement "the target dataset is smaller than the base network data, and therefore, it is different" is TRUE.

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