EncartaLabs

Natural Language Processing (NLP) with NLTK

( Duration: 5 Days )

NLTK provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for text classification, tokenisation, stemming, lemmatisation, par-of-speech (POS) tagging, parsing, and semantic reasoning. The Natural Language Processing (NLP) with NLTK training course will teach you how to use NLTK effectively.

By attending Natural Language Processing (NLP) with NLTK workshop, delegates will learn:

  • Basic text analysis with NLTK
  • Text Classification
  • Integration with Scikit-Learn classifiers
  • Gensim
  • Word2Vec

Experience with Python language is highly recommended.

Natural Language Processing (NLP) with NLTK class is designed for Software Engineers, Data Scientists, Data Analysts, Researchers.

COURSE AGENDA

1

Get Started on NLP and NLTK

  • What is NLP?
  • NLP Frameworks
  • Basic Text Analysis with Python
  • What is NLTK?
  • Install NLTK
2

Text Analysis with NLTK

  • Tokenize Words and Sentences
  • Stop Words
  • Regular Expression
  • Stemming
  • Lemmatizing
  • Part-of-Speech (POS) Tagging
  • Chucking
3

NLTK Corpus

  • What is Corpus?
  • Popular NLTK Corpus
  • Your Own Corpus
  • Frequency Distribution
4

Text Classification

  • What is Machine Learning?
  • Text Classification
  • Save and Load Model
  • Scikit Learn Classifiers
  • N-gram Models
5

Word Embedding

  • What is Word Embedding
  • Word2Vec & Glove
  • CBOW and Skip-gram Models
  • Word2Vec Training with Gensim
  • Pre-trained Word2Vec Model

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

Top