Do you also want to learn NLP as Quick as Possible ? Perhaps you are here because you also want to learn natural language processing as quickly as possible, like me.
Let’s start.
The first thing we need is to install some dependency
1. Python >3.7
https://www.python.org/downloads/
2. Download an IDE or install Jupyter notebook
To install Jupyter notebook, just open your cmd(terminal) and type pip install jupyter-notebook after that type jupyter notebook to run it then you can see that your notebook is open at http://127.0.0.1:8888/** token .**
3. Install packages
pip install nltk
NLTK: It is a python library that can we used to perform all the NLP tasks(stemming, lemmatization, etc…)
In this blog, we are going to learn about
- Tokenization
- Stopwords
- Stemming
- Lemmatizer
- WordNet
- Part of speech tagging
- Bag of Words
Before learning anything let’s first understand NLP.
Natural Language refers to the way we humans communicate with each other and processing is basically formatting the data in an understandable form. So we can say that NLP (Natural Language Processing) is a way that helps computers to communicate with humans in their own language.
It is one of the broadest fields in research because there is a huge amount of data out there and from that data, a big amount of data is text data. So when there is so much data available so we need some technique through which we can process the data and retrieve some useful information from it.
Now, we have an understanding of what is NLP, let’s start understanding each topic one by one.
#nlp #machine-learning #artificial-intelligence #natural-language-processing #ai #data-science #tokenization #ml
