Notice! This event has been cancelled. Registrations have been automatically cancelled and payments refunded, if applicable.
When Sat Aug 15 2pm — 4pm
Where Online Only
What Machine Learning Bayesian Optimization
Host Joshua Melnick
Categories

Registration

  • Cost: Free
  • Restrictions:
    • DMS members only

Cancellations for this event must be made before August 15, 2020 — 2:00pm.

Registration for the event is closed.

About this Event

I am a Semiconductor Engineer currently using Bayesian Optimization for MBE growth.

These techniques are used in the oil industry to determine where to drill the next well, or any other area where function evaluation is very expensive.

We will be using the example from
https://scikit-optimize.github.io/stable/auto_examples/bayesian-optimization.html

you need numpy, matplotlib, skopt installed as well as an IDE like Pycharm if you want to follow along, or you can just watch my presentation.

I will be explaining the following:
Objective Function, Acquisition Function, Bayesian Optimization, black box function, kernel, hyperparameters, Curse of dimensionality, DOE, etc.

I will add a video link for the course as we near the date.