Luca Baggi
Machine Learning Engineer by day and Open Source maintainer by night, Luca is passionate about time-series. Feel free to reach out to me on LinkedIn for feedback and/or material! https://www.linkedin.com/in/lucabaggi/
Sessions
12-04
18:00
30min
Foundational Models for Time Series Forecasting: are we there yet?
Luca Baggi
Transformers are everywhere: NLP, Computer Vision, sound generation and even protein-folding. Why not in forecasting? After all, what ChatGPT does is predicting the next word. Why this architecture isn't state-of-the-art in the time series domain?
In this talk, you will understand how Amazon Chronos and Salesforece's Moirai transformer-based forecasting models work, the datasets used to train them and how to evaluate them to see if they are a good fit for your use-case.
Data/ Data Science Track
Data/ Data Science Track