The course
In this course you will learn:
Basics of Machine Learning and Deep Learning
Transform a business case into a Machine Learning problem
Data handling and cleaning
Development of Machine Learning models
Hack a real sailboat to make it self steering!
Day 2
09:00 Keynote: Introduction to Deep learning
10:00 Workshop: deep learning rudder strategy
11:00 Group A: Sailing
13:00 Lunch
13:30 Group A: Race tactics / model tuning
15:30 Race!
16:00 Keynote: Wrap-up
17:00 Drinks / End of day 2
Day 1
09:00 Welcome
09:15 A self steering sailboat + boat tour
10:00 Keynote: pandas and jupyter
10:30 Workshop: cleaning and preparing data
11:30 Keynote: machine learning intro
12:30 Lunch
13:00 Workshop: learn optimal course
14:30 Workshop: classic / rule based rudder strategy
15:30 Workshop: machine learning rudder strategy
17:00 End of day 1