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Course: Complete Natural Language Processing (NLP) with Python : 2018

Complete Natural Language Processing (NLP) with Python : 2018

  • Life Time Access
  • Certificate on Completion
  • Access on Android and iOS App
About this Course

Work on 5 Real Life Projects with Hand’s on:

  • Movie Review Classification
  • Live Twitter Sentiment Analysis
  • Speech Recognition System
  • Text Summarization
  • Wikipedia Articles with Word2Vec

This course is step-by-step guide to Natural Language Processing with Python

We will cover all the basics of Natural Language Processing: 

  • Tokenization 
  • Stop words 
  • Stemming 
  • POS Tagging 
  • Chunking 
  • Named Entity Recognition 
  • Lemmatization 
  • Corpora 
  • WordNet 

In summary, this course has been designed for all skill levels and with basic understanding of python you will be successful in this course 

Sincerely, 

Vijay Gadhave 

Basic knowledge
  • Basic understanding of Python Programming
What you will learn
  • All Required Concept's of NLP
  • Complete end to end understanding of NLP
  • How to Develop an NLP project
  • Real time experience of the working with NLP Project's
Curriculum
Lectures quantity: 30
Common duration: 01:34:37
Welcome to Course !!!
  • Welcome to Course !!!  
Introduction to Natural Language Processing
  • Understanding of Natural Language Processing  
  • Working of Natural Language Processing  
Installation and Setup
  • Welcome to Section 3 !!!  
  • Installation of IDE  
  • Installation of Natural Language Toolkit  
Essentials of Natural Language Processing
  • Institution of the Tokenization  
  • Tokenization  
  • Institution of the Stop Words  
  • Stop Words  
  • Institution of Stemming  
  • Stemming  
  • Institution of POS Tagging  
  • POS Tagging  
  • Chunking  
  • Named Entity Recognition  
  • Lemmatization  
  • Corpus  
  • WordNet  
Project 1: Movie Review Classification
  • Movie Review Classification Step - 1  
  • Movie Review Classification Step - 2  
  • Movie Review Classification Step - 3  
  • Movie Review Classification Step - 4  
Project 2: Live Twitter Sentiment Analysis
  • Live Twitter Sentiment Analysis Step 1  
  • Live Twitter Sentiment Analysis Step 2  
  • Live Twitter Sentiment Analysis Step 3  
  • Live Twitter Sentiment Analysis Step 4  
Project 3: Text Summarization
  • Text Summarization  
Project 4: Speech Recognition System
  • Speech Recognition System  
Project 5: Wikipedia Articles with Word2Vec
  • Wikipedia Articles with Word2Vec  
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