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budidwisatoto's Projects

product-categorization-nlp icon product-categorization-nlp

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

sentiment-analysis-nlp-with-python icon sentiment-analysis-nlp-with-python

The project is a simple sentiment analysis using NLP. The project in written in python with Jupyter notebook. It shows how to do text preprocessing (removing of bad words, stop words, lemmatization, tokenization). It further shows how to save a trained model, and use the model in a real life suitation. The machine learning model used here is k-Near

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