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The course

What You Will Learn in This Course

In this course, you will gain the foundational knowledge and practical skills necessary to build and deploy Machine Learning solutions:

  • Master the basics of Machine Learning and Deep Learning.

  • Learn to transform a real-world business case into a solvable ML problem.

  • Develop expert skills in data handling and cleaning.

  • Build, train, and test effective Machine Learning models.

  • Apply your knowledge to a thrilling final project: Hack a real robot to enable autonomous navigation!

 
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Day 1:

Time Block Topic Details

09:00 – 12:30 ML Foundations & Data Preparation Start with a Welcome, a talk on Robots in Our Lives, and a keynote on pandas and Jupyter. Follow this with the essential workshop on data cleaning and preparation, concluding with the Machine Learning Intro before lunch.

12:30 Lunch

13:00 – 17:00 Practical Application & Movement Begin with a workshop to find robot prices (data collection). Then dive into navigation with workshops on classic / rule-based and ML-driven robot path following.

Day 2:

Time Block Topic Details

09:00 – 13:00 Integration & Final Build Kick off with the Introduction to Deep Learning keynote. Apply it immediately in the deep learning image processing workshop. The morning culminates with the hands-on block: Make the Robot Work!

13:00 Lunch

13:30 – 17:00 Optimization and Race Day Focus on performance with race tactics and model tuning. The afternoon peaks with the thrilling Race the Robots! competition. The event concludes with a Wrap-up Keynote and final Drinks.