Learn NLP Text Classification in Python

Course outline

NLP - Text Classification:-

- Classification Overview

- Text Classification

- Confusion Matrix

- SciKit-Learn

- Text Feature Extraction

Prerequisite knowledge

Python Programming Knowledge

Basic Natural Language Processing (NLP) Knowledge

Learning outcomes

It will enable the learners to perform Text Classification in Natural Language Processing (NLP) using the Python programming language.

Software / Hardware requirements

Anaconda Distribution

Install the ‘64-bit Graphical installer’

Python

(For both Windows & macOS)

Sugggested link:

https://www.anaconda.com/products/individual

Natural Language Processing (NLP) - Topic Modeling

2 hours session

Natural Language Processing (NLP)- Semantics & Sentiment Analysis

1.25 hours session

Deep Learning - Natural Language Processing (NLP)

3 hours session

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