Text Classification with AI: The Easiest Way to Label Your Data
Check out our Natural Language Processing in Python Course ๐ https://bit.ly/419puzR
We gave AI a spreadsheet of customer support tickets with one wrong label... and it classified every row correctly AND caught the mistake!
In this video, Alice Zhao walks through how to do text classification with just a prompt and a CSV, and then shows how to scale it up to thousands of rows using Hugging Face and Python.
Code to follow along ๐ https://maven-datasets.s3.us-east-1.amazonaws.com/YouTube+Downloads/text_classification_with_hugging_face.zip
๐ Helpful Links:
๐ Python for Data Science Learning Path: https://bit.ly/4rxMhjH
๐ Follow us on LinkedIn: https://www.linkedin.com/company/maven-analytics
๐Follow Alice on LinkedIn: https://www.linkedin.com/in/alicexzhao/
โฑ๏ธ Timestamps:
00:00 - Intro
00:51 - Text Classification with AI
02:37 - Text Classification with Python
06:13 - Which text classification method should you use?
Maven Analytics is an award-winning learning platform where individuals and teams build new skills, showcase work, and connect with experts around the world.
We've helped 2M+ people build job-ready data literacy & AI skills, master tools like Excel, SQL, Power BI, Tableau and Python, and build the foundation for successful careers.
Start building life-changing skills for FREE ๐ https://bit.ly/4lA38AX
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Chapters (4)
Intro
0:51
Text Classification with AI
2:37
Text Classification with Python
6:13
Which text classification method should you use?
๐
Tutor Explanation
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