2022 Spring
Machine Learning II (6 ects) – lecturer: Sven Laur
Neural Networks (6 ects)- lecturer: Raul Vicente Zafra – teaching assistants: Marharyta Domnich, Mari-Liis Allikivi, Tarun Khajuria, Victor Pinheiro
Computational Neuroscience Seminar (3 ects) – instructors: Oriol Corcoll, Raul Vicente Zafra
Special Course in Machine Learning: Uncertainty in Machine Learning
(3 ects) – instructors: Meelis Kull
Research Seminar in Data Mining (3 ects) – instructor: Sven Laur
2021 Fall
Introduction to Data Science (6 ects)- lecturer: Meelis Kull – teaching assistants: Victor Pinheiro, Anna Aljanaki, Markus Kängsepp, Farid Hasanov, Friedrich Krull
Andmeteaduse meetodid (Methods in Data Science, in Estonian) (6 ects)- lecturer: Meelis Kull – teaching assistants: Sander Tamm, Carel Kuusk, Simo Sirel
Machine Learning (6 ects) – lecturer: Dmytro Fishman – teaching assistants: Mohammed Ali, Victor Pinheiro, Tetiana Shtym, Tetiana Rabiichuk, Taavi Luik
Introduction to Computational Neuroscience (6 ects) – lecturer: Raul Vicente Zafra – teaching assistants: Marharyta Domnich, Farid Hasanov, Kristjan Kaup
Computational Neuroscience Seminar (3 ects) – instructors: Oriol Corcoll, Raul Vicente Zafra
Special Course in Machine Learning: Geometric Deep Learning (3 ects) – instructors: Raul Vicente, Florian Stelzer, Kallol Roy
Research Seminar in Data Mining (3 ects) – instructor: Sven Laur
2020 Spring
Machine Learning II (6 ects) – lecturer: Sven Laur
Neural Networks (6 ects)- lecturer: Raul Vicente Zafra – teaching assistants: Ardi Tampuu, Anti Ingel, Oriol Corcoll
Computational Neuroscience Seminar (3 ects) – instructors: Oriol Corcoll, Raul Vicente Zafra
Special Course in Machine Learning: Deep Generative Models (3 ects) – instructors: Mikhail Papkov, Raul Vicente Zafra
Research Seminar in Data Mining (3 ects) – instructor: Sven Laur
2019 Fall
Introduction to Data Science (6 ects)- lecturer: Meelis Kull – teaching assistants: Markus Kängsepp, Laura Ruusmann
Machine Learning (6 ects) – lecturer: Meelis Kull – teaching assistants: Mohamed Abdelrahman, Vladyslav Fediukov, Viacheslav Komisarenko, Mikhail Papkov, Novin Shahroudi
Introduction to Computational Neuroscience (6 ects) – lecturer: Raul Vicente Zafra – teaching assistants: Aqeel Labash, Daniel Majoral Lopez
Computational Neuroscience Seminar (3 ects) – instructors: Oriol Corcoll, Raul Vicente Zafra
Special Course in Machine Learning: Fast.ai (3 ects) – instructors: Dmytro Fishman, Tambet Matiisen
Research Seminar in Data Mining (3 ects) – instructor: Sven Laur
2019 Spring
Machine Learning II (6 ects) – lecturer: Sven Laur
Neural Networks (6 ects)- lecturer: Raul Vicente Zafra – teaching assistants: Ardi Tampuu, Roman Ring, Anti Ingel, Oriol Corcoll
Computational Neuroscience Seminar (3 ects) – instructors: Oriol Corcoll, Raul Vicente Zafra
Special Course in Machine Learning: Deep Reinforcement Learning (3 ects) – instructors: Tambet Matiisen, Roman Ring, Raul Vicente Zafra
Research Seminar in Data Mining (3 ects) – instructor: Sven Laur
2018 Fall
Introduction to Data Science (6 ects)- lecturer: Meelis Kull – teaching assistants: Mikk Puustusmaa
Machine Learning (6 ects) – lecturer: Meelis Kull – teaching assistants: Mikhail Papkov, Mikk Puustusmaa
Introduction to Computational Neuroscience (6 ects) – lecturer: Raul Vicente Zafra – teaching assistants: Aqeel Labash, Daniel Majoral Lopez
Computational Neuroscience Seminar (3 ects) – instructors: Oriol Corcoll, Raul Vicente Zafra
Special Course in Machine Learning: Deep Reinforcement Learning (3 ects) – instructors: Tambet Matiisen, Roman Ring, Raul Vicente Zafra
Research Seminar in Data Mining (3 ects) – instructor: Sven Laur
2018 Spring
Machine Learning (6 ects) – lecturer: Meelis Kull – teaching assistants: Mari-Liis Allikivi, Liis Kolberg
Introduction to Computational Neuroscience (6 ects) – lecturer: Raul Vicente Zafra – teaching assistants: Aqeel Labash, Daniel Majoral Lopez
Computational Neuroscience Seminar (3 ects) – instructor: Raul Vicente Zafra
Special Course in Machine Learning: M4 Regression Competition (3 ects) – instructor: Meelis Kull
Research Seminar in Data Mining (3 ects) – instructor: Sven Laur
2017 Fall
Data Mining (6 ects)- lecturer: Meelis Kull – teaching assistants: Mari-Liis Allikivi, Dmytro Fishman
Neural Networks (6 ects)- lecturer: Raul Vicente Zafra – teaching assistants: Tambet Matiisen, Ardi Tampuu
Computational Neuroscience Seminar (3 ects) – instructor: Raul Vicente Zafra
Special Course in Machine Learning: Ensemble methods (3 ects) – instructor: Meelis Kull
Research Seminar in Data Mining (3 ects) – instructor: Sven Laur