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BCS Exam AIF Topic 8 Question 47 Discussion
Actual exam question for
BCS's
AIF exam
Question #: 47
Topic #: 8
[All AIF Questions]
Topic #: 8
With a large dataset, limited computational resources or frequent new data to learn from, we can adopt what type of machine learning?
Suggested Answer:
D
Online learning is a type of machine learning that can be used when a large dataset is limited in computational resources or if the data is frequently changing. It allows the system to learn from new data as it is being presented, rather than having to re-train the entire dataset each time new data is added. This makes it more efficient and effective than batch learning, as it only needs to process the new data and not the entire dataset. Online learning is often used in applications such as fraud detection, where new data is constantly being added and needs to be analyzed quickly.
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