Lesson type
Difficulty level
This lesson gives an in-depth description of scientific workflows, from study inception and planning to dissemination of results.
Difficulty level: Beginner
Duration: 44:41
Speaker: : Yaroslav O. Halchenko
Introduction of the Foundations of Machine Learning in Python course - Day 01.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Beginner
Duration: 35:24
Speaker: : Elena Trunz
Optimization for machine learning - Day 02 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 34:52
Speaker: : Moritz Wolter
Linear Algebra for Machine Learning - Day 03 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 57.45
Speaker: : Moritz Wolter
Support Vector Machines - Day 06 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 53.39
Speaker: : Elena Trunz
Decision Trees and Random Forests - Day 07 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 1:15:39
Speaker: : Elena Trunz
Clustering and Density Estimation - Day 08 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 59:35
Speaker: : Elena Trunz
Dimensionality Reduction - Day 09 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 51:02
Speaker: : Elena Trunz
Introduction to Neural Networks - Day 10 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 54:12
Speaker: : Moritz Wolter
Introduction to Convolutional Neural Networks - Day 11 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 42:07
Speaker: : Moritz Wolter
Initialization, Optimization, and Regularization - Day 12 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 42:07
Speaker: : Moritz Wolter
U-Nets for medical Image-Segmentation - Day 13 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 16:45
Speaker: : Moritz Wolter
Sequence Processing - Day 15 lecture of the Foundations of Machine Learning in Python course.
High-Performance Computing and Analytics Lab, University of Bonn
Difficulty level: Advanced
Duration: 47:45
Speaker: : Moritz Wolter
Course:
This lecture gives an introduction to the INCF Short Course: Introduction to Neuroinformatics.
Difficulty level: Beginner
Duration: 34:27
Speaker: : Marja-Leena Linne
Course:
Presented by the OHBM OpenScienceSIG, this lesson covers how containers can be useful for running the same software on different platforms and sharing analysis pipelines with other researchers.
Difficulty level: Beginner
Duration: 01:21:59
Speaker: : Tom Shaw & Steffen Bollmann
This lecture gives an introduction to the European Academy of Neurology, its recent achievements and ambitions.
Difficulty level: Intermediate
Duration: 21:57
Speaker: : Paul Boon
This lecture discusses the the importance and need for data sharing in clinical neuroscience.
Difficulty level: Intermediate
Duration: 25:22
Speaker: : Thomas Berger
This lecture presents the Medical Informatic Platform's data federation for Traumatic Brain Injury.
Difficulty level: Intermediate
Duration: 25:55
Speaker: : Stefano Finazzi
This lecture gives an overview on the European Health Dataspace.
Difficulty level: Intermediate
Duration: 26:33
Speaker: : Licino Kustra Mano
This lecture presents the Medical Informatics Platform's data federation in epilepsy.
Difficulty level: Intermediate
Duration: 27:09
Speaker: : Philippe Ryvlin