Your journey to NLP mastery starts here
Free tutorial
Created by Harshal Samant
English
What you’ll learn
Requirements
- Basics of Python programming language and any development environment to write Python programs.
Description
In this video series, we will start with in introduction to corpus we have at our disposal through NLTK. Once we download the corpus and learn different tricks to access it, we will move on to very useful feature in NLP called frequency distribution. In this section, we will see how calculate, tabulate and plot frequency distribution of words. In the next section, we will start learning NLP specific techniques that include:
1. Stemming
2. Lemmatization
3. Tokenization
Who this course is for:
- This course is designed for people interested in learning Natural Language Processing (NLP) from scratch. No prior knowledge of NLP techniques is assumed.
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Course content
3 sections • 8 lectures • 42m total lengthCollapse all sections
Using NLTK Corpora3 lectures • 10min
- Introduction to NLTK Corpora02:49
- How to download corpora?02:28
- How to access a corpus in NLTK corpora?04:54
Working with Frequency Distribution2 lectures • 14min
- Basics of Frequency Distribution06:30
- Conditional Frequency Distribution07:24
Basic Operations in NLP3 lectures • 19min
- Stemming06:16
- Lemmatization06:43
- Tokenization05:33
