The workshop will revolve around tools that automatically transform your data, in particular image, text, time series, and tabular data, into high-quality predictions based on AutoML and deep learning models. The event will be hosted by the team at AWS that develops AutoGluon, and consists of a mix of tutorial-style presentation on the tools, examples. and discussions. The event features Alex Smola, Vice President und Dinstinguished Scientist for Machine Learning at AWS.
The workshop is intended for ML professionals and data science practitioners, who are interested in forecasting applications and want to learn more about AutoML and deep learning solutions in the field.
Note: In order to attend in person, you need to be registered to the Eventbrite event. Please also bring your ID, as it will be required to access the event site, and your personal computer to use for the hands-on sessions. The workshop will be held in English.
Agenda:
9:00am — 9:30am: Arrival and Registration
9:30am — 10:30am: AutoGluon Tabular
10:30am — 10:45am: Coffee Break
10:45am — 11:45am: AutoGluon TimeSeries
11:45am — 12:45pm: AutoGluon MultiModal
12:45pm — : Q&A during Happy hour / Lunch
The event will be held at the Amazon Research and Development Center in Tuebingen, at Friedrich-Miescher-Str. 4 72076 Tübingen Germany.
AutoGluon Cheat Sheets and docs
- Tabular: cheatsheet docs
- Time Series: cheatsheet docs
- Multimodal: cheatsheet docs
For hands-on tutorials, we provide notebooks for you to try out AutoGluon via SageMaker Studio Lab or Google Colab.
All notebooks can be found in notebooks.
Checkout AutoGluon Website and get started!