Artificial Intelligence is one of the hottest professions of the decade, and the demand for data scientists who can analyze data, use AI solutions and present results to make data driven decisions has never been greater. These winter and summer courses will help anyone interested in AI to develop career-relevant skills in the most up-to-date engineering areas.
First edition: 26.06-30.06.2023
Second edition: 3.07-7.07.2023
Limited number of participants
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Course I: Advanced artificial intelligence technologies in autonomous driving, healthcare and robotics
Day 1: Model interpretability and uncertainty assessment in computer vision tasks
Day 2: Embedded artificial intelligence and neuromorphic cameras in autonomous vehicles.
Day 3: Mixed reality in healthcare applications – new opportunities for surgery planning
Day 4: Reinforcement learning as a challenging task in robotics
Day 5: Artificial intelligence and autonomous vehicles in practice: how to use AI/ML techniques to solve control problems based on DuckiTown experimental platform of micro-traffic environment
Course II: Advanced artificial intelligence technologies in Deep Learning and Natural Language Processing
Day 1: Introduction to Deep Learning.
Day 2: How to optimize neural network models.
Day 3: A practical guide to texts classification on Twitter.
Day 4: How to recognize names when you see it?
Day 5: Looking for understanding in text sequences.
Course III: Efficient usage of HPC systems in artificial intelligence and machine learning research
Day 1. Introduction to HPC systems
Day 2. Efficient usage of GPGPU and other HPC resources
Day 3: Efficient usage of Python on HPC systems
Day 4: Introduction to ML/AL usage on HPC
Day 5: ML/AL in Natural Language Processing on HPC