NLP, Topic Modeling, Data Science, Nlp Tutorial, Machine Learning.
Once we have transformed our documents into a feature matrix, we are going to fit our NMF model. For our first iteration, we define the number of topics we want to force the model to infer as 10. The number of topics can have a tremendous impact on how coherent your topics will be. This can be