Offered By: IBMSkillsNetwork

Discovering roots with the Porter stemming algorithm

Explore stemming types & understand Porter stemming in search engines & spell checking with Buddha's text file for practical application. It used to reduce words to their root or base form, known as the "stem." It involves removing suffixes and prefixes from words to normalise them, allowing different variations of the same word to be treated as equivalent.By the end of our adventure, you'll become really good at stemming, and you'll also gain lots of wisdom from Buddha's teachings. plus, we'll have a fun exercise to compare Snowball and Porter stemming to see which one you like best.

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Guided Project

Artificial Intelligence

76 Enrolled
4.9
(8 Reviews)

At a Glance

Explore stemming types & understand Porter stemming in search engines & spell checking with Buddha's text file for practical application. It used to reduce words to their root or base form, known as the "stem." It involves removing suffixes and prefixes from words to normalise them, allowing different variations of the same word to be treated as equivalent.By the end of our adventure, you'll become really good at stemming, and you'll also gain lots of wisdom from Buddha's teachings. plus, we'll have a fun exercise to compare Snowball and Porter stemming to see which one you like best.

Come along with us on a wonderful adventure into Natural Language Processing (NLP), where we'll explore a fascinating concept called Stemming and dive into the Porter stemming algorithm. Stemming is all about making words shorter and simpler to understand. It's like when you summarise a big, long story into a short, easy-to-read version – much faster and easier, right? Well, that's exactly what stemming does for words! In our guided project," we'll use simple language to understand the wise teachings of Buddha. Led by a smart person named Martin Porter, we'll learn how  to apply the Porter stemming algorithm to Buddha's words in python. By the end of our adventure, you'll become really good at stemming, and you'll also gain lots of wisdom from Buddha's teachings. plus, we'll have a fun exercise to compare Snowball and Porter stemming to see which one you like best. Get ready for an exciting adventure where we'll learn, explore, and grow together!So, get ready to join us on this amazing journey – it's going to be a lot of fun!

A Look at the Project Ahead

After completing this guided project, you will be able to:
  • Understand Text Analysis in NLP.
  • Recognise Stemming and its various types.
  • Learning the principles and rules behind the Porter stemming algorithm
  • Implement Stemming Algorithm in Python.

What You'll Need

While prior experience with NLP is not required, having some familiarity with Python concepts , Familiarity with string manipulation and regular expressions will make the project easier to complete. However, the project is designed to guide you through the process, step by step, so that you can learn and master Porter stemming, even if you have no prior experience in NLP.

Certificate

No Certificate Offered

Estimated Effort

30 Minutes

Level

Beginner

Industries

Skills You Will Learn

Artificial Intelligence, Data Analysis, Data Science, NLP, Python

Language

English

Course Code

GPXX0ZIJEN

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