Finance, LSTM networks, Recurrent neural networks

## The brief history of neural networks

Backpropagation, Gradient descent, Theoretical base

## Backpropagation algorithm

Multilayer neural network, Theoretical base

## Multilayer neural network

Gradient descent, Theoretical base, Training

## Single-layer neural network training

Keras, LSTM networks, Word embedding

## Sequence classification by using LSTM networks

Keras, LSTM networks, Recurrent neural networks

## Time series prediction by recurrent neural networks

Keras, LSTM networks, Recurrent neural networks

## Long-short-term memory (LSTM) networks

Keras, Recurrent neural networks