Labeled data rarely exists in the real world
Majority of the machine learning courses assume the availability of labeled training data as it’s crucial for supervised machine learning models. But, labeled data rarely exists in the real world. We need to collect labels and labeling data is hard and costly, without labels there is no model. So what’s the solution? Active Learning: We need to build a model to label...