Lab 4b. Deep Learning - Keras Examples

In today’s lab you’ll run through introductory examples with the most common types of response variables, i.e. targets, from Deep Learning with R/Python.

• 3.4 🍿 Movies (binary classification)
  Classify movie reviews (dataset_imdb()) as positive or negative.
  R: html, Rmd ; Python: html, ipynb

• 3.5 📰 Newswires (multi-class classification)
  Classify news wires (dataset_reuters()) by topic.
  R: html, Rmd; Python: html, ipynb

• 3.6 🏠 House prices (regression)
  Estimate the price of a house (dataset_boston_housing()), given real-estate data.
  R: html, Rmd; Python: html, ipynb

• 4.4 🍿 Overfitting and underfitting
  Refine movie review classification model.
  R: html, Rmd; Python: html, ipynb