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Kainos and AI: One Simple Tool to Improve the Efficiency of your Machine Learning Systems
Home · Insights · Kainos and AI: One Simple Tool to Improve the Efficiency of your Machine Learning Systems
Date posted
18 April 2019
Reading time
12 Minutes
Conor McCormick
Kainos and AI: One Simple Tool to Improve the Efficiency of your Machine Learning Systems
Have you ever been a position where you didn't have enough data? Would that chatbot, recommendation system or fraud detector become possible if more data were available? If so, keep reading??? ??this blog is for you!
Background
The Text Augmenter (henceforth referred to as TA) is a program which can be used to augment text records (generate new records from existing records) in order to supply Machine Learning projects with additional training data. I used research done by Jake Young as a jumping off point for TA. I wanted to use the methods that he had come up with but in a slightly more user-friendly way to be used in the team.
Now you know why I made this, so what does this actually look like?