Training Data is a set of data that is fed to any machine learning algorithm for it to learn and derive patterns and use this knowledge for further predictions.
It forms the major part of the complete set of data available by the model.
An Introductory Guide to Quality Training Data for Machine Learning
What is Data Labeling and How to Do It Efficiently [Tutorial]