NLP and Python

• Installing and Setting Up NLTK
• Implementing Simple NLP Tasks and Exploring NLTK Libraries
• Part-Of-Speech Tagging
• Stemming and Lemmatization
• Named Entity Recognition

NLTK

• 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

• 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

• Starting with Latent Semantic Analysis
• Programming Example of Principal Component Analysis
• Programming Example of Singular Value Decomposition

Apply for certification

https://www.vskills.in/certification/data-science/natural-language-processing-python