This page provides an overview of the courses that I have taken at the Technical University of Denmark during my bachelor's and master's studies.
M.Sc. in Mathematical Modelling and Computation (DTU)
Thesis: Approximate inference for active learning with Bayesian neural networks
GPA: 11.3/12
Machine learning
| 02460 |
Advanced machine learning |
| 02477 |
Bayesian machine learning |
| 02456 |
Deep learning |
| 02471 |
Machine learning for signal processing |
| Special course |
Machine learning operations |
| Special course |
Approximative Bayesian inference using stochastic weight averaging |
Data science & statistics
| 02429 |
Analysis of correlated data: mixed linear models |
| 02807 |
Computational tools for data science |
| 02417 |
Time series analysis |
| 02582 |
Computational data analysis |
| 02806 |
Social data analysis and visualizations |
Mathematics & computing
| 02610 |
Optimization and data fitting |
| 02623 |
The finite element method for partial differential equations |
| 01238 |
Differential geometry |
| 01325 |
Function spaces and mathematical analysis |
| 01125 |
Fundamental topological concepts and metric spaces |
| 02612 |
Constrained optimization |
Miscellaneous
| 42634 |
X-Tech entrepreneurship |
| 27430 |
Eukaryotic cell biology |
| 27641 |
Systems biology |
B.Sc. in Human Life Science Engineering (DTU)
Thesis: Polygenic risk scores and machine learning approaches in childhood acute lymphoblastic leukemia
GPA: 11.4/12
Machine learning & statistics
| 02450 |
Introduction to machine learning and data mining |
| 42186 |
Model-based machine learning |
| 02402 |
Introduction to statistics |
| 02409 |
Multivariate statistics |
| 02405 |
Probability theory |
Mathematics & physics
| 01005 |
Advanced engineering mathematics 1 |
| 01037 |
Advanced engineering mathematics 2 |
| 01017 |
Discrete mathematics |
| 10050 |
Model physics |
Programming & bioinformatics
| 02633 |
Introduction to programming and data processing |
| 36611 |
Introduction to bioinformatics |
| 36610 |
Python and unix for bioinformaticians |
| 22112 |
High performance computing in life science |
Chemistry
| 26050 |
Chemistry for life science |
| 27023 |
Experimental biochemistry |
| 27022 |
Biochemistry |
| 26400 |
Organic chemistry 1 |
Biology
| 27002 |
Life science |
| 27026 |
Molecular biology |
| 27005 |
Introduction to molecular diagnostics |
| 22208 |
Human physiology |
| 22140 |
Introduction to systems biology |
Miscellaneous
| 36004 |
Health, diseases and technology |
| 27015 |
Introductory project in Biotechology / Human Life Science Engineering |
| 28025 |
Bio process technology |
| 42611 |
Theory of science in engineering |
Grades
This section will soon display my grades in a nice interactive Bokeh plot.