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Teaching
I teach bioinformatics, biostatistics, machine learning and genetics at Master's and PhD's levels at University of Toulouse III, Paul Sabatier.
Deep learning for genomics
ENSAT students.
Convolutional neural networks, recurrent networks and transformers (large language models) for genomics and genetics.
Bioinformatics for genomics
Master bioinformatics student.
Data science and bioinformatics for RNA-seq, genome assembly, SNPs, small RNA-seq.
Biostatistics
Master biology students and Master ecology students.
Statistical tests, ANOVA, regression, generalized linear model, PCA.
GWAS
Master biology students.
Human genetics, GWAS, SNP, linkage disequilibrium, haplotypes.
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