Learn Recurrent Neural Networks (RNN) - Intuition

Course outline

Recurrent Neural Networks (RNN):-

- Recurrent Neural Network Logic

- Vanishing Gradient Problem

- Long short-term memory (LSTM)

- LSTM Variations

Prerequisite knowledge

Python Programming Knowledge

Deep Neural Network (DNN) Fundamentals

Learning outcomes

This session will enable the learners to understand the intuition behind Recurrent Neural Networks (RNN) and related concepts.

Software / Hardware requirements

Anaconda Distribution

Install the ‘64-bit Graphical installer’

Python

(For both Windows & macOS)

Sugggested link:

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

Deep Learning - Convolutional Neural Networks (CNN)

1.5 hours session

Deep Learning for Tensorflow

1.5 hours session

Deep Learning - Self Organizing Maps

3 hours session

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