Collecting and Preparing Textual Data for Classification

Learn how to collect and prepare specific textual datasets essential for your text classification project. You'll delve into the practices of gathering and cleaning text data, and explore advanced textual processing techniques.

NLTK

Python

Scikit-learn

See path

5 lessons

25 practices

Less than 5 hours

Course details

Introduction to Textual Data Collection in NLP

Preview

Explore More of the 20 Newsgroups Dataset

Uncover the End of 20 Newsgroups Dataset

Fetch Specific Categories from Dataset

Fetching the Third Article from Dataset

Exploring Text Length in Newsgroups Dataset

Next Course: Feature Engineering for Text Classification

Turn screen time into skills time

Practice anytime, anywhere with our mobile app.

Join the 1M+ learners on CodeSignal

Be a part of our community of 1M+ users who develop and demonstrate their skills on CodeSignal

Collecting and Preparing Textual Data for Classification

Course details

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community

Collecting and Preparing Textual Data for Classification

Course details

Unit 15 practices57 min

Unit 25 practices57 min

Unit 35 practices57 min

Unit 45 practices57 min

Unit 55 practices57 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community