About Introduction to Natural Language Processing Course

Why pursue Natural Language Processing (NLP)? 
 

  • 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 summarizers.


What would you learn in 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
     
     

Pre-requisites for Natural Language Processing (NLP) using Python Course:

  • This course requires you to know Machine Learning
  • Familiarity with Python would be an advantage
  • No requirement of past experience on NLP

Natural Language Processing (NLP) Using Python Course Curriculum

  • 1
    Module 1 : Introduction to Natural Language Processing
    • Welcome to the Course
    • About the Course
    • Introduction to Natural Language Processing
    • Exercise : Introduction to Natural Language Processing
    • Python for Data Science (Optional)
  • 2
    Module 2: Learn to use Regular Expressions
    • Welcome to Module
    • Understanding Regular Expression
    • Implementing Regular Expression in Python
    • Exercise : Implementing Regular Expression in Python
  • 3
    Module 3: First Step of NLP - Text Processing
    • Welcome to Module
    • Tokenization and Text Normalization
    • Exercise : Tokenization and Text Normalization
    • Exploring Text Data
    • Part of Speech Tagging and Grammar Parsing
    • Exercise : Part of Speech Tagging and Grammar Parsing
    • Implementing Text Pre-processing Using NLTK
    • Exercise : Implementing Text Pre-processing Using NLTK
    • Build a Basic ML Model for Text Classification
  • 4
    Module 4: Where to go from here?
    • Where to go from here?

Instructor

  • Analytics Vidhya

    Analytics Vidhya

    Analytics Vidhya provides a community based knowledge portal for Analytics and Data Science professionals. The aim of the platform is to become a complete portal serving all knowledge and career needs of Data Science Professionals.

Here's what our students have to say about our Introduction to Natural Language Processing Course

  • Understandable

    Muhammad imran

    Really good and satisfied material provided

    Really good and satisfied material provided

    Read Less
  • Perfect Intro

    datasri datasri

    Pros: The course is crisp, very informative and a good step to make you understand the type of work involved in NLP Cons: Stemming and Lemmitization coul...

    Read More

    Pros: The course is crisp, very informative and a good step to make you understand the type of work involved in NLP Cons: Stemming and Lemmitization could have been used in final project so that it will then cover all topics taught in course

    Read Less
  • Suitable for beginners

    Shiva Krishna

    Helps Beginners to gain some intuition about NLP, Thanks

    Helps Beginners to gain some intuition about NLP, Thanks

    Read Less
  • Basics of NLP

    Nafeez Hossain

    Thanks to the tutorial I've learn't the basics of NLP. I hope it will help me to learn more about natural language processing

    Thanks to the tutorial I've learn't the basics of NLP. I hope it will help me to learn more about natural language processing

    Read Less
  • Very easy and useful training tutorial

    vikashjain vikashjainds

    I found this tutorial very useful and interesting. All the basics are covered in this course with examples.

    I found this tutorial very useful and interesting. All the basics are covered in this course with examples.

    Read Less
  • Good structure of this introduction course

    Saurav Mishra

  • Excellent

    Maheshak04 Maheshak04

    Excellent

    Excellent

    Read Less
  • Its Awesome

    Sathees Selvaraj

    This course is awesome

    This course is awesome

    Read Less
  • Great Course

    Christian Rivera

    Great introduction to NLP concepts, it is a bit short even for an introductory course.

    Great introduction to NLP concepts, it is a bit short even for an introductory course.

    Read Less
  • Good but scope of improvement

    Atul Anand Jha

    ok for absolute beginners. too much basic. But few more detailing could be added in curriculum

    ok for absolute beginners. too much basic. But few more detailing could be added in curriculum

    Read Less
  • Introduction to Natural Language Processing

    Biswajeet Pruseth

    Good intro to the topic

    Good intro to the topic

    Read Less
  • NLP Basic Course

    Jitendra Maan

    Good course content and meaningful tutorials

    Good course content and meaningful tutorials

    Read Less

FAQ

  • Who should take this course?

    This course is for people who are looking to get into the field of Natural Language Processing (NLP) or who wants learn the basics of NLP.

  • I have a programming experience of 2+ years, but I have no background of Machine learning. Is the course right for me?

    The course assumes prior background in Machine Learning. So we would recommend you to be aware of basics of Machine Learning before going through this course.

  • Do I get a certificate upon completion of the course?

    No, there is no certificate for this course.

  • What is the fee for this course?

    This course is free of cost.

Support for Introduction to Natural Language Processing

Support for Introduction to Natural Language Processing course can be availed through any of the following channels: