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 (22)
r-package10
r9
shiny9
variable-selection9
imputation8
rstudio8
algorithm7
web-development6
autoencoder6
denoising6
reactive6
ggplot5
api3
graphic2
api-client2
Programming languages (5)
Github contributions (5)
fbertran/ComplexSystems
Jun 2021 - Nov 2025
Contributions:1 push, 1 branch in 4 years 5 months
fbertran/plsRcox
Feb 2019 - Mar 2026
Contributions:3 releases, 17 pushes, 3 tags in 7 years 2 months
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