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(Person in charge: A. Badel)
Data Analysis I (2 ECTS)
(Persons in charge: A. Badel)
Program :
Training in data analysis for the statistical exploration of biological data and the implementation of prediction methods (machine learning), using the R language.
Targeted skills: Training in R and unsupervised data analysis: classification, factorial methods (PCA), and supervised methods: logistic and linear regressions, overlearning problem and verification of the performance of a model in learning and validation.
Evaluation methods :
2 TP report.
Training in data analysis for the statistical exploration of biological data and the implementation of prediction methods (machine learning), using the R language.
Targeted skills: Training in R and unsupervised data analysis: classification, factorial methods (PCA), and supervised methods: logistic and linear regressions, overlearning problem and verification of the performance of a model in learning and validation.
Evaluation methods :
2 TP report.