NLTK Tokenization in NLP for Beginners 📚

In this video, we explain Tokenization in Natural Language Processing (NLP) using the powerful Python library NLTK in a simple and beginner-friendly way. #nlp #nltk #naturallanguageprocessing #tokenizer #tokenization

You will clearly understand:
✅ What is Tokenization in NLP
✅ WordPunctTokenizer with example
✅ RegexpTokenizer using regular expressions
✅ MWETokenizer for multi-word expressions
✅ Why tokenization is the first step in NLP

This video is perfect for:

NLP Beginners

Python Students

Machine Learning Learners

Data Science Aspirants

📚 Topics Covered:

Tokenization in Python

NLTK Tokenizers

Text Preprocessing

NLP Basics

Chapter List:
00:00 – Intro: What is Tokenization?
03:35 – Installation of NLTK
04:35 – sent_tokenize
05:00 – word_tokenize
05:52 – TreeBankWordTokenizer
07:35 – WordPunctTokenizer
09:33 – PunktSentenceTokenizer
11:15 – RegexpTokenizer
14:05 – TweetTokenizer
16:55 – MWETokenizer

For the sample.txt file used in the code illustration above, the file contents are given below.

Dr. Smith is teaching NLP. It’s very interesting! I’m learning NLP, and
it’s really exciting. Wow!!! I’m sooo happy 😍 #NLP @OpenAI Good
performance by Indian Army on Republic Day. Natural Language Processing
is a key area of Artificial Intelligence. Tokenization is the first step
in any NLP pipeline. Let’s test multiple-tokenizers on this file! Are
you ready to explore machine learning? This is a simple sentence. Yet
another example to practice.

Github: https://github.com/CodeSnap12/Natural-Language-Processing-Kit

👍 If you found this video useful, please LIKE, SHARE & SUBSCRIBE for more Python and NLP tutorials.

#nlp
#tokenization
#nltk
#pythontutorial
#machinelearning
#datascience
#pythonforbeginners
#ai
#textprocessing
#programmingstudents