Optimisation is at the heart of many mathematical models (including most ML algorithms), but it's often overlooked as an implementation detail. Conversely, developing an appreciation for optimisation techniques leads to a better understanding of their impact on these applications.
This workshop provides a comprehensive overview of continuous optimisation, with a practical ML focus.
I am looking for editors/curators to help with branches of the tree. Please send me an email if you are interested.