Identify the model which is trained with data in only a single batch.ans.Offline learningBatch learningNoneBoth A and B Previous Marked for Review Next
Question
Identify the model which is trained with data in only a single batch.ans.Offline learningBatch learningNoneBoth A and B Previous Marked for Review Next
Solution
The model which is trained with data in only a single batch is known as Batch learning or Offline learning. So, the answer is Both A and B.
Here are the steps to identify it:
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Understand the terms:
- Offline Learning/ Batch Learning: In this type of learning, the machine learning model is trained using the entire batch of dataset. It is also known as batch learning because the model processes all the training examples in one batch.
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Compare with the options:
- The description matches with both 'Offline learning' and 'Batch learning'.
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Conclusion:
- Therefore, the answer is Both A and B.
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