研究主題

A. The Colab R Kernel

• R Kernel Setup

• Mount Google Drive

• Install Packages

• Using Python with `reticulate` package

• Transfer Learning Demo Code

B. Deep Learning

• Keras + R-Kernel + GPU

• Deep Learning with R Github Examples

• MLP

• CNN

• RNN/LSTM

• Text

• Time Series

C. Using TPU

• Tutorial* (* in Python, port to R if possible)

• Demo Code*

• TPU in R-Kernel

D. Advanced Text Analysis

• Transformer/BERT*

• Transformer/BERT in Keras*

• Transfer Learning in BERT

• Chinese BERT

E. Advanced Deep Learning in R

• Auto-encoder*

• Generative Model*

• Reinforcement Learning Model*