[ 875BIML16 ] Subject Bioinformatics and Machine Learning

Workload Mode of examination Education level Study areas Responsible person Coordinating university
21 ECTS Accumulative subject examination M1 - Master's programme 1. year (*)Bioinformatik Sepp Hochreiter Johannes Kepler University Linz
Detailed information
Original study plan Master's programme Bioinformatics 2016W
Objectives Knowledge of Bioinformatics and Machine Learning
Subject Classification, regression, kernels, sequence analysis, neuronal nets, support vector machines, hidden Markov models, clustering, principal component analysis, independent component analysis, projection methods, error models, optimization techniques, regularization, Bayes approach, hyper-parameter optimization, feature selection, statistical learning theory, etc.
Subordinated subjects, modules and lectures