Natural Language Processing (NLP)#
Natural Language Processing (NLP) understands and interacts with human languages in a way that feels natural. NLP uses ML, but isn’t ML itself. NLP is the application, ML is the engine.
Kaggle Natural Language Processing Guide has links to a lot of relevant tutorials and project ideas. The best place to start is probably their guide on Getting started with NLP for absolute beginners
Maintenance Records Classification Task#
Trying to remember and practice a particular problem
dataset was perhaps four columns, I sort of remember 3 of them
need to predict the category from the other data
first order of business: find a similar dataset or problem
first place to start is probably the Kaggle Guide Getting started with NLP for absolute beginners.
date |
service |
category |
|---|---|---|
4/13/2004 |
patched hull |
watercraft |
6/1/2005 |
tire change |
vehicle |
6/22/2005 |
waxed wing, swapped landing gear spring |
aircraft |
… |
… |
… |