Introduction to Natural Language Processing

Learn basics of Natural Language Processing (NLP), Regular Expressions and Text Pre-processing using Python
Rating: 4.5 out of 5 (280 ratings)
14,658 students
English
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Learn Basics of Natural Language Processing (NLP)
Learn to use Regular Expressions to extract patterns from text
Perform Text pre-processing
Perform Text classification
Reading and working with text data using Python

Requirements

  • This course requires you to know Machine Learning.
  • Familiarity with Python would be an advantage.
  • There is no requirement of past experience in NLP.

Description

More than 80% of the data in this world is unstructured in nature, which includes text. You need text mining and Natural Language processing (NLP) to make sense out of this data. Natural Language Processing (NLP) helps you extract insights from emails of customers, their tweets, text messages. Natural Language Processing (NLP) can power many applications, such as language translation, question answering systems, chatbots and document summarisers.


What would you learn in Introduction to Natural Language Processing (NLP) with Python course?

  • Reading and working with text data using Python

  • Learn to use Regular Expressions to extract patterns from text

  • Text pre-processing

  • Text classification

Who this course is for:

  • Beginner Data Science Professionals interested in Natural Language Processing
  • Python Developers
  • Data Scientists

Course content

4 sections14 lectures49m total length
  • Welcome to the Course
    00:45
  • About the Course
    01:36
  • Introduction to Natural Language Processing
    06:01
  • Exercise : Introduction to Natural Language Processing
    2 questions
  • Python for Data Science (Optional)
    00:04

Instructor

Data Science Community
Analytics Vidhya
  • 4.3 Instructor Rating
  • 1,637 Reviews
  • 22,090 Students
  • 4 Courses

Analytics Vidhya is one of the largest Analytics and Data Science community across the globe. We aim to create next generation data science ecosystem by democratising Artificial Intelligence, Machine Learning and Data Science.

Our courses are easy to understand, practical and inspired by real life applications of Artificial Intelligence in Businesses.