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:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
IBM Employee Profiling using Clustering
Use a variety of data science techniques to detect whether a tax return is fraudulent or not.
Datathon with a retargeting ad company. Churn date prediction (Normalized RSME 38), clustering (98% Silhouette), automated identification of the gaps between best and average client within a cluster.
We examine the relationship between variables in a fictional Telco customers dataset. The techniques used are Factor Analysis of Mixed Data and logistic regression.
Implémentation des méthodes statistiques notamment de l'analyse factorielle pour identifier la combinaison des caractéristiques qui sont plus susceptibles d'être associées à un accident vasculaire cérébral (AVC).