Frédéric Bertrand
Professeur Des Universités at Conservatoire National des Arts et Métiers
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolFrédéric Bertrand is a Full Professor of statistical modeling and data science at CNAM Paris with over a decade of academic experience spanning research, teaching and supervision in mathematics and statistics. His work bridges classical multivariate methods (MCA, FAMD, MFA, STATIS), design of experiments and mixed models with modern time series, machine learning and deep learning applications, routinely implemented in R, Python and Julia. Trained at ENS Lyon and habilitated at the University of Strasbourg, he combines rigorous theoretical grounding with practical software skills across SPSS, MINITAB and SAS. He has a sustained academic trajectory from PhD student to full professor, indicating deep commitment to pedagogy and long-term research programs. Notably, he maintains a research profile that integrates correspondence analysis traditions with contemporary AI methods, enabling interpretable models for complex structured data.
12 years of coding experience
11 years of employment as a software developer
Magistère, Mathematics, Magistère, Mathematics at Ecole normale supérieure de LyonMathematics, Physics and Computer Science, Mathematics, Physics and Computer Science at MP* KléberL3 M1 M2, Mathematics, L3 M1 M2, Mathematics at Université Claude Bernard (Lyon I)Habilitation à diriger des recherches, MATHEMATICS AND STATISTICS, Habilitation à diriger des recherches, MATHEMATICS AND STATISTICS at University of StrasbourgPh.D, Mathematics - Statistics, Ph.D, Mathematics - Statistics at Université Louis Pasteur (Strasbourg I)
English, German
Github Skills (33)
r-package10
prediction-model9
variable-selection9
shiny8
imputation8
rstudio8
r8
feature-selection8
datasets7
quantile7
knitr7
web-development6
rmarkdown6
bioinformatics6
reactive6
Programming languages (5)
Github contributions (5)
fbertran/plsdof
Jan 2019 - Nov 2022
Contributions:4 releases, 15 commits, 8 pushes in 3 years 10 months
mariechion/mi4p
Aug 2021 - Jun 2022
Multiple Imputation for Proteomics
Contributions:34 commits, 4 PRs, 32 pushes in 10 months
imputationcdrdataminingquantilebioinformatics
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.