![NLP Tutorial Using Python NLTK (Simple Examples)
In this post, we will talk about natural language processing (NLP) using Python. This NLP
tutorial will use Python NLTK library. NLTK is a popular Python library which is used for NLP.
So what is NLP? and what are the benefits of learning NLP?
Table of Contents [hide]
1 What is NLP?
2 Benefits of NLP
3 NLP Implementations
4 NLP Libraries
5 Install NLTK
6 Tokenize Text Using Pure Python
7 Count Word Frequency
8 Remove Stop Words Using NLTK
9 Tokenize Text Using NLTK
10 Tokenize non-English Languages Text
11 Get Synonyms from WordNet
12 Get Antonyms from WordNet
13 NLTK Word Stemming
14 Stemming non-English Words](https://image.slidesharecdn.com/nlptutorialusingpythonnltksimpleexamples-likegeeks-171108174615/85/Nlp-tutorial-using-python-nltk-simple-examples-2-320.jpg)
Nlp tutorial using python nltk (simple examples)
- 2. NLP Tutorial Using Python NLTK (Simple Examples) In this post, we will talk about natural language processing (NLP) using Python. This NLP tutorial will use Python NLTK library. NLTK is a popular Python library which is used for NLP. So what is NLP? and what are the benefits of learning NLP? Table of Contents [hide] 1 What is NLP? 2 Benefits of NLP 3 NLP Implementations 4 NLP Libraries 5 Install NLTK 6 Tokenize Text Using Pure Python 7 Count Word Frequency 8 Remove Stop Words Using NLTK 9 Tokenize Text Using NLTK 10 Tokenize non-English Languages Text 11 Get Synonyms from WordNet 12 Get Antonyms from WordNet 13 NLTK Word Stemming 14 Stemming non-English Words
- 3. 15 Lemmatizing Words Using WordNet 16 Stemming and Lemmatization Difference What is NLP? Simply and in short, natural language processing (NLP) is about developing applications and services that are able to understand human languages. We are talking here about practical examples of natural language processing (NLP) like speech recognition, speech translation, understanding complete sentences, understanding synonyms of matching words, and writing complete grammatically correct sentences and paragraphs. This is not everything, you can think about the industrial implementations about these ideas and its benefits. Benefits of NLP As all of you know, there are millions of gigabytes every day are generated by blogs, social websites, and web pages.