How Much AI Training Data Do You Need? Lionbridge AI

It's logical to want to know how much training data you will need to ensure top-of-the-range performance from your algorithm. After all, no-one has ever built a functioning model without a strong foundation in richly-detailed data. However, it's not as easy as you might think to come up with the magic number of data points that will turn your model from good into great. In fact, trying to figure it out can seriously complicate things for your data scientists. The quantity of data points you need is affected by a huge range of factors, all of which have a varying degree of influence on the eventual size of your dataset.