Natural Language Processing Made Simpler with 4 Basic Regular Expression Operators!

Natural Language Processing Made Simpler with 4 Basic Regular Expression Operators!

Natural Language Processing Made Simpler with 4 Basic Regular Expression Operators! Understanding the four basic regular operations to cleanse almost any kind of data available. Today, we will look at how regular expressions with four of its built-in functions is the best solution. Regular expressions is a standard library module built-in and can be used for cleansing and pre-processing the data.

Building Natural Language Processing projects with machine learning and deep learning is always awesome. However, before we can start constructing our models, we are encountered with a mostly boring but major issue.

Immediately after the data collection, and exploratory data analysis step, we have to tackle the boring pre-processing step. Obviously, most of the data available to us does not come clean, and we have to work on it to improve the quality of the dataset to receive a more effective result from the built model.

Today, we will look at how regular expressions with four of its built-in functions is the best solution. Regular expressions is a standard library module built-in and can be used for cleansing and pre-processing the data. The simple command below can be used to import the regular expression module.

import re

Before we begin, let us understand the regex or regular expressions module and some of the basic knowledge we need to have to understand the further concepts more intuitively.

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Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.