Slay-biotics: Simple, yet Powerful Machine Learning for Biomedicine

General description

Are you ready to dive into the world of Machine Learning and Pattern Recognition?

Would you like to spend an unforgettable week learning cutting-edge technology in a historic and vibrant city?

If so, then Coimbra is waiting for you at this summer’s BEST Course!

This course will allow you to explore the fundamentals of Machine Learning (ML) and Pattern Recognition (PR). It is designed to provide basic knowledge on theoretical and applied ML/PR, demonstrating that ,yet basic concepts, they can solve real-world problems. Applications will be focused on real-world biomedical engineering problems.

And where better to explore these cutting-edge topics than in one of the oldest universities in Europe? With over 700 years of history, the University of Coimbra is the perfect blend of tradition and innovation!

But don’t worry, it’s not all about algorithms and coding! We have prepared an amazing week filled with cultural experiences, epic social activities, and, of course, the chance to explore the vibrant City of Students. Get ready to enjoy Portugal’s stunning beaches, delicious food, and legendary nightlife.

So, what are you waiting for? Don’t miss out—just apply!

Academic information

Fields of activity:

Biological/Biotechnical/Gene Engineering , Biomedical Engineering , Computational Sciences

Content and topics:

Feature Extraction Feature Assessment and dimensionality reduction Minimum Distance Classifiers Bayes Classifier kNN Classifier

Learning goals and objectives:

At the end of this introductory course, students will achieve proficiency in fundamental concepts, methodologies, and tools crucial for ML/PR, namely by attaining learning goals centred on extraction features from objects/events, assessing the discriminative power of these features, and how simple classifiers could deal with real-world problems

Examination type:

Project development and presentation

ECTS credits issued:

1.0

Information for applicants

Selection criteria:

Motivational letter, relevant courses attended, level of english and answers to questions. Show us your interest, personality and creativity

Practical arrangements

All of the following are covered by the event fee:

Lodging:

University dorms

Meals:

Breakfast, coffee breaks and lunch/dinner (at least 1 hot meal) will be provided by the organizers. Some meals will take place at the university canteens but you'll also experience Coimbra's finest chefs (the beautiful members of our Local BEST Group!)

Transportation:

Free public transportation, walking or private transport arranged by the Local BEST Group