Certificate in Natural Language Processing using Python

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Getting Started with NLP in Python 6 Topics

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Lesson Content

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The Course Overview

Installing and Setting Up NLTK

Implementing Simple NLP Tasks and Exploring NLTK Libraries

Part-Of-Speech Tagging

Stemming and Lemmatization

Named Entity Recognition

More on NLTK 6 Topics

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Frequency Distribution with NLTK

Frequency Distribution on Your Text with NLTK

Concordance Function in NLTK

Similar Function in NLTK

Dispersion Plot Function in NLTK

Count Function in NLTK

Building Your Own NLP Application Using Python NLTK 3 Topics

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Introduction to Recurrent Neural Network and Long Short Term Memory

Programming Your Own Sentiment Classifier Using NLTK

Perform Sentiment Classification on a Movie Rating Dataset

Latent Semantic Analysis 3 Topics

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Starting with Latent Semantic Analysis

Programming Example of Principal Component Analysis

Programming Example of Singular Value Decomposition