This is the material for the 1-day workshop Deep Learning: Beyond the basics at RStudio::conf(2019).
Topics are:
- Deep learning on structured data
- Concepts in object detection
- Deep learning on time series
- Meta: Representation learning, interpretability, and uncertainty
Setup instructions are given in setup.Rmd.
The material for the Intro workshop can be found at https://github.com/Scavetta/conf_tensorflow_training_day1.