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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 robot to make them navigate autonomously!

 
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Day 2

09:00 Keynote: Introduction to Deep learning

10:00 Workshop: deep learning image processing

11:00 Make the robot work!

13:00 Lunch

13:30 Race tactics / model tuning

15:30 Race the robots!

16:00 Keynote: Wrap-up

17:00 Drinks / End of day 2

Day 1

09:00 Welcome

09:15 Robots in our lives

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: Find robot prices

14:30 Workshop: classic / rule based path following

15:30 Workshop: Robot path following

17:00 End of day 1