Learn Deep Learning Natural Language Processing

Course outline

Deep Learning - NLP:-

- Deep Learning for NLP

- Neural Networks Overview

- Perceptron Model - Basic

- Keras

- Recurrent Neural Networks (RNN) Overview

- Text Generation

- Chat Bots

Prerequisite knowledge

Python Programming Knowledge

Basic Natural Language Processing (NLP) Knowledge

Basic Deep Learning/Neural Networks Knowledge

Learning outcomes

This micro-learning session will allow the learners to take their Natural Language Processing (NLP) skills a step further, by exploring Deep Learning for NLP and building their very first chatbot.

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) - Text Summarization

1.25 hours session

Natural Language Processing (NLP) - Stemming & Lemmatization

1.25 hours session

Natural Language Processing (NLP) - Tokenization & Regular Expressions

1.25 hours session

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