Université Grenoble Alpes
Licence MIASHS
Mathematics, computer science and economics, over three years. Java ran in the first semester of every year; the language modules were a second-semester block; the third year is split by semester.
Java, first semester of every year
Java was taught in S1, S3 and S5, alongside whatever else was on the timetable, so it sits in one folder rather than under a single year.
Second-semester language modules
Three paradigms taught as one block, which is why they share a folder.
Year 3, semester 5
R
Fourier analysis and ODEs
Fourier series and transform, Euler and Runge-Kutta solvers.
R
Estimation and testing
Bootstrap, maximum likelihood, Fisher information, chi-squared.
R · Python
Econometrics
Hedonic pricing of Grenoble property on DVF open data.
Year 3, semester 6
R
Machine learning
Eight classification practicals and the perfume satisfaction project.
R · Python
Regression and ANOVA
Linear regression, one-factor ANOVA, non-parametric tests.
JS · HTML · CSS
Full-stack web
Nine practicals from static HTML to Express on SQLite.
Course
Advanced econometrics
Follows on from the semester 5 housing study.
Two semester 6 courses are not published here. Networks and Operating Systems were assessed on Debian virtual machine images, which do not belong in a git repository.