Experimental Design and Data Analysis of Breeding Trials
In this course, students are taught principles of experimental design of trials and statistical analysis of trial data with a special emphasis to linear and generalized linear methods, mixed models, analysis of multi-environment trials using different statistical methods
Neurale Netwerken
The Neural Networks course introduces second-year BSc Artificial Intelligence students to the fundamental principles and architectures underlying modern neural computation. The course begins with foundational concepts such as perceptrons, multi-layer perceptrons, and the backpropagation algorithm. It then develops the student’s understanding of deep learning architectures including convolutional neural networks, recurrent neural networks, and transformers. In
Introduction to Machine Learning 1
The core of this course revolves around programming machine learning algorithms for yourself, as a way to truly understand what exactly they are learning. Each of the different modules will focus on programming a different algorithm, understanding the math required for that algorithm, and discussing a philosophical question or a societal impact related to applying
Advanced Biotechnology (UCU)
This is one of the final courses in a series of three courses in molecular cell biology. In the first introductory course (UCSCIBIO11), you gained a lot of basic knowledge about the major characteristics of life on Earth. In the intermediate UCSCIBIO21 course, we explored the molecular world of the cell in more detail and
Biologie van Planten
Aan de hand van een aantal deelhoofdstukken van de boeken Life, the Science of Biology en Plant Physiology and Development wordt de studenten inzicht gegeven in de bouw en het functioneren van planten. De exacte (deel)hoofdstukken zullen in de studiewijzer bekend worden gemaakt. Allereerst worden het plantenrijk en de hoofdlijnen van de evolutie van planten
Evolutionary Algorithms
In this course we consider a specific subfield of Artificial Intelligence: Evolutionary Algorithms (EAs). These algorithms, sometimes also identified as being part of the class of bio-inspired algorithms, have as a metaphor the concept of natural evolution, i.e., the mechanisms by which, the fittest individuals in a population survive, reproduce, and in doing so, over
Plant Breeding
This course introduces students to key principles of plant breeding. Plant breeding is the science-driven creative process of changing the traits of plants in order to develop new plant varieties. Several essential approaches and tools used in the process are discussed: different modes of reproduction, selection methods, including molecular selection methods, the production of hybrid
Introduction to Bioinformatics for Life Sciences
Description: “Introduction to Bioinformatics for Molecular Biologists” is a joint course for the various life science Masters programs at the Utrecht University. This introductory course provides an overview of the importance of bioinformatics in various biological disciplines. While a biological background is required, no programming skills are needed. The course can be considered a general
Food Forward: Innovations that will Feed the World
One of the major current challenges of science and society is to find sustainable solutions that meet the dietary needs of the rapidly growing human population and its increasing standard of living. The United Nations has predicted that the world food demand will rise by 70% by 2050. Current food systems are not sufficient to
Molecular Genetics and Gene Technology
Het vak Moleculaire Genetica en Gentechnologie (MGG) bestaat uit een theoretisch deel (hoorcolleges en opdrachten) en een bijpassend praktisch deel. Bij het theoretische deel komen diverse aspecten van de Moleculaire Genetica ter sprake: DNA herstel mechanismen; DNA structuur (eu- en heterochromatine, DNA -en histon modificaties als essentiële onderdelen van epigenetica, mobiele DNA elementen); RNA (silencing,