What is TF-IDF for Beginners (Topic Modeling in Python for DH 02.01)

In this video, we explore TF-IDF, or Term Frequency-Inverse Document Frequency. If you enjoy this video, please subscribe. I provide all my content at no cost. If you want to support my channel, please donate via PayPal: https://www.paypal.com/cgi-bin/webscr... Patreon:   / wjbmattingly   (its my www.themedievalworld.com account as well). If there's a specific video you would like to see or a tutorial series, let me know in the comments and I will try and make it. If you liked this video, check out www.PythonHumanities.com, where I have Coding Exercises, Lessons, on-site Python shells where you can experiment with code, and a text version of the material discussed here. You can follow me at:   / wjb_mattingly  

Join Today
What is Scikit Learn and How to Install Scikit Learn (Topic Modeling in Python for DH 02.02)
▶︎

What is Scikit Learn and How to Install Scikit Learn (Topic Modeling in Python for DH 02.02)

TF-IDF in Python with Scikit Learn (Topic Modeling for DH 02.03)
▶︎

TF-IDF in Python with Scikit Learn (Topic Modeling for DH 02.03)

What are Topics and Clusters (Topic Modeling in Python for DH 01.02)
▶︎

What are Topics and Clusters (Topic Modeling in Python for DH 01.02)

How to Create Bigrams and Trigrams and Remove Frequent Words (Topic Modeling for DH 03.04)
▶︎

How to Create Bigrams and Trigrams and Remove Frequent Words (Topic Modeling for DH 03.04)

🧹Watch me CLEAN DATA in Minutes with Python (+10 Tips for Complex Datasets)
▶︎

🧹Watch me CLEAN DATA in Minutes with Python (+10 Tips for Complex Datasets)

What is cosine similarity (and its applications)?
▶︎

What is cosine similarity (and its applications)?

Deutschland – Curaçao Highlights | Gruppe E, FIFA WM 2026 | sportstudio
▶︎

Deutschland – Curaçao Highlights | Gruppe E, FIFA WM 2026 | sportstudio

How to Create an LDA Topic Model in Python with Gensim (Topic Modeling for DH 03.03)
▶︎

How to Create an LDA Topic Model in Python with Gensim (Topic Modeling for DH 03.03)

The Best Way to do Topic Modeling in Python - Top2Vec Introduction and Tutorial
▶︎

The Best Way to do Topic Modeling in Python - Top2Vec Introduction and Tutorial

The French Do Not Care About Work
▶︎

The French Do Not Care About Work

TF-IDF: Document Vectorization for NLP with Python
▶︎

TF-IDF: Document Vectorization for NLP with Python

Something is jamming GPS over Europe. Here's what we found
▶︎

Something is jamming GPS over Europe. Here's what we found

Yann LeCun's $1B Bet Against LLMs [Part 1]
▶︎

Yann LeCun's $1B Bet Against LLMs [Part 1]

I Gave ChatGPT a Body
▶︎

I Gave ChatGPT a Body

Countvectorizer and TF IDF in Python|Text feature extraction in Python
▶︎

Countvectorizer and TF IDF in Python|Text feature extraction in Python

Turing Award Winner: Disagreeing with Google, Postgres, Future Problems | Mike Stonebraker
▶︎

Turing Award Winner: Disagreeing with Google, Postgres, Future Problems | Mike Stonebraker

NLP Demystified 6: TF-IDF and Simple Document Search
▶︎

NLP Demystified 6: TF-IDF and Simple Document Search

Co-Creator of Haskell: Functional Programming, Thinking in Types, Useless Languages | Simon Jones
▶︎

Co-Creator of Haskell: Functional Programming, Thinking in Types, Useless Languages | Simon Jones

Regular Expression Use Cases in Python
▶︎

Regular Expression Use Cases in Python

What are Bigrams and Trigrams (Topic Modeling and Python for DH 01.03)
▶︎

What are Bigrams and Trigrams (Topic Modeling and Python for DH 01.03)