FOUNDATIONS • 15 / 397
Start before LLMs. Understand where AI, ML and neural networks fit.
Training Set
The training set is the portion of data used directly to adjust model parameters.
Think of it like
Think of Training Set as one layer in a very large toolbox: you only need to understand what job that layer performs.
Real life
A phone spam filter, recommendation engine, fraud detector or voice assistant may use Training Set somewhere inside.
SRE lens
Most historical incidents may be used for learning while some are held back for validation and testing.
Remember thisThe training set is the portion of data used directly to adjust model parameters.