Nature, In Code teaches basic biological principles - such as natural selection, epidemics, the evolution of cooperation - by implementing those priciples in the programming language JavaScript. The course teaches both the biological principles and the programing language at the same time.
The course covers the regulation of gene expression, which translates the information contained in the genome into function, by adjusting the levels and activities of mRNAs and proteins to the needs of specific cells, tissues and environments. A particular emphasis is given on experimental methods.
This course aims to introduce the basic principles of machine learning in the context of the digital humanities. We will cover both supervised and unsupervised learning techniques, and study and implement methods to analyze diverse data types, such as images, music and social network data.
The course integrates concepts from media studies, machine learning, multimedia and network science to characterize social practices and analyze content in sites like Facebook, Twitter and YouTube. Students will learn computational methods to infer individual and networked phenomena in social media.
Indoor climate is of great significance to our well-being. This course offers a fundamental knowledge of the parameters that influence indoor climate (air quality and thermal environment). It also gives an overview of building controls methods that contribute to more comfortable and safe spaces.
Machine learning and data analysis are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning will be introduced, analyzed and practically implemented.
Machine learning and data analysis are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning will be introduced, analyzed and practically implemented.
L'ensemble des problématiques liées à l'eau est présenté afin d'avoir une vue globale de la gestion et de l'économie de cet élément essentiel à toute vie et toute activité. L'analyse des ressources et des besoins est présentée ainsi que les outils d'optimisation et d'évaluation économique.
In systems biology, proteomics represents an essential pillar. The understanding of protein function and regulation provides key information to decipher the complexity of living systems. Proteomic technology now enables deep quantitative proteome mapping via mass spectrometry.
Space environment is different from what we can experience on Earth, requiring specific design approaches in order to achieve reliable operations. Engineers must hence face new challenges stimulating their creativity to tackle those particular constraints.
