Using Transfer Learning to Deal With Lack of Data

Companies and other business entities are actively involved in defining data products and applied research every year. Academia has always played a role in creating new methods and solutions/algorithms in the fields of machine learning and artificial intelligence.
However, there is doubt about how powerful and effective such research efforts are.
Is studying AI in academia a waste of time?

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