Lecture 8: Text Data Processing (Part II)
(Last updated: Feb 18, 2026)
This lecture gives a tutorial about text data processing using a Jupyter Notebook. The learning goals can be found on this link.
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Preparation
Do the preparation for the text data processing module.
Lecture
Below is the link to the online notebook:
Follow the steps on the assignment page to set up the notebook.
Additional Resources
Below are the videos that students found useful in understanding more about the course materials:
- Python Pandas Lambda Function Tutorial With EXAMPLE
- Part of Speech Tagging : Natural Language Processing
- Word Embedding and Word2Vec, Clearly Explained!!!
Below are the materials that students found useful in complementing the course materials:
- What is Topic Modeling? An Introduction With Examples
- Topic Analysis: The Ultimate Guide
- Python Lambda Function
Below are websites related to this tutorial:
- NLTK: Natural Language Toolkit
- spaCy: Industrial-Strength Natural Language Processing
- PyTorch: An Open Source Machine Learning Framework
The following video explains how to build ChatGPT: