A set of colab notebooks, regarding e.g. these topics:
– Applications, e.g. an example of doing OCR, machine translation, etc.;
– Fine-tuning a language model (BERT, GPT), e.g. to Shakespeare’s texts;
– Fine-tuning a language model to a classification task, e.g. to IMDB;
– LSTMs and time series;
– Forecasting: ARMA, LSTM, XGBoost, ...;
– Optionally also time series decomposition, etc.;
– ...
