2min chapter

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Dataset Creation and Curation - Christiaan Swart

DataTalks.Club

CHAPTER

Is Active Learning Helpful in Data Collection?

Active learning, i mean, can really work. It can help you massively reduce the data amounts that you require. But sometimes it can be becoming quite less impressive as well. This is one of these hybrid data collection approaches. So in my experience, it hasn't worked extremely well so far. I thought it would be a much larger kind of force multiplier. And sadly, any active learning is not a complete game changer.

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