Brian Roepke
Brian Roepke

Brian Roepke

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A Quick Introduction to Bag of Words and TF-IDF

Jan 21, 20225 min read

How Machine Learning and Natural Language Processing Models Deal with Text · Photo by Christian Lue on Unsplash What is a Bag of Words Have you ever...

A Quick Introduction to Bag of Words and TF-IDF

How to Utilize Unsupervised Machine Learning to Automatically Detect Patterns in Text

Jan 9, 20227 min read

Clustering Wine Reviews into Varietals with k-Means · Photo by Maksym Kaharlytskyi on Unsplash What Text Clustering? In the last post, we talked about...

How to Utilize Unsupervised Machine Learning to Automatically Detect Patterns in Text

How to Build NLP Topic Models to Truly Understand What Customers Want

Jan 5, 20228 min read

Step-by-Step Process for Identifying top Topics with Gensim · Photo by Nareeta Martin on Unsplash What is a Topic Model? Topic Modeling is one of my...

How to Build NLP Topic Models to Truly Understand What Customers Want

Up Your Game in Social Media Sentiment Analysis

Jan 2, 20225 min read

Understand how your customers feel about your products and services · Photo by Belinda Fewings on Unsplash What is Sentiment Analysis? Sentiment analysis...

Up Your Game in Social Media Sentiment Analysis

An Accessible Guide to Named Entity Recognition

Dec 29, 20217 min read

How to automatically recognize proper entities from text using Natural Language Processing · Photo by Bob Bowie on Unsplash What is Named Entity...

An Accessible Guide to Named Entity Recognition

A Quick Guide to Noun Phrase Chunking

Dec 18, 20215 min read

Noun Phrase Chunking in NLTK and sPacy · Photo by Kyle Ryan on Unsplash What is Noun Phrase Chunking? In the last post, I covered Part of Speech Tagging,...

A Quick Guide to Noun Phrase Chunking