Glossary
WhatisMachineLearningModel?
Software Development Glossary & Terms
Machine Learning Model
Definition.
Machine Learning Model: A file that has been trained to recognize certain types of patterns over a set of data.
In Practice
In my Fake News Detection project, this is the trained TensorFlow/LSTM artifact that gets loaded by a FastAPI or Django inference endpoint at request time — the model itself is inert until it's wired into a real serving pipeline, which is usually where projects underestimate the remaining work.
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