Mélanie FouesnardDecision Tree, Random Forest, XGBoost: understand and tune them easily !During the Week 6 of the Machine Learning Zoomcamp from DataTalks.Club, with Alexey Grigorev, we talked about 🌳 trees 🌳.Oct 22, 20231Oct 22, 20231
Mélanie FouesnardDeploying a machine learning model easily — Pickle,Flask, DockerDuring the first 4 weeks of the Machine Learning Zoomcamp with Alexey Grigorev from DataTalks.Club, we saw how to train a regression and a…Oct 15, 2023Oct 15, 2023
Mélanie FouesnardEvaluating classification algorithmsDuring the previous week, we saw how to perform binary classification to classify customers as churning or not churning.Oct 8, 2023Oct 8, 2023
Mélanie FouesnardThe churn prediction problem — classification made simple !One very classical application of machine learning classification algorithms is to predict whether or not a customer will churn.Oct 1, 2023Oct 1, 2023
Mélanie FouesnardLinear Regression — with numpyIf you are familiar with machine learning, you definitely heard about linear regression. It may be the first model you trained in your…Sep 23, 2023Sep 23, 2023