5 Ways to Apply AI to Small Data Sets - KDnuggets

However, we only ever hear of using AI to understand big data sets. This is because small data sets are usually easily understood by people, and applying AI to analyze and interpret them isn't necessary. These days, many businesses and manufacturers integrate AI into the production line, slowly creating data scarcity. And unlike big companies, many setups cannot collect massive training sets due to risk, time, and budget limitations. As most companies don't know how to benefit from AI application on small data sets correctly, they blindly apply it to make future predictions based on previous files.