Introduction
This is my personal report for the recently held Machine Learning for Good (ML4Good Bootcamp) Singapore, Sept 20-28, 2025.
ML4Good provides intensive in-person bootcamps to upskill people in AI safety. The bootcamps have been held in various parts of the world (mainly Europe and LatAm). ML4Good Singapore, to the best of my knowledge, was the first ML4Good bootcamp in Asia. You can see more information at their page.
There has been similar posts in the LW community as well (for example, see this and this) .
Curriculum and Schedules
The bootcamp covers a lot of topics related to AI safety, including
- General ML prerequisites technical topics: optimizers and hyperparameters, transformers, agents
- Topics that are relevant to AI safety, such
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