Recurrent Neural Networks

Use the tabs to access content. Theory part is general, R & Python application part language specific.

This session introduces to recurrent neural networks (RNN) and Long-Short-Term Memory Networks (LSTM), which model sequential data well (eg. text, timeseries)

Suggested Datacamp courses

  • Recurrent Neural Networks for Language Modeling in Python

Video: Introduction CNNs

Slides

Use arrows keys on keyboard to navigate. Fullscreen slides available here
Also check Python MAterial

Follow along

Video 1: Intro RNN

Video 2: IMDB Case

Follow along

Video 1: Simple Timeseries

Video 2: Bi-LSTM on IMDB