Tree-based methods : basics
Published:
Cheatsheet on tree-based methods. 
Posts by Tags
Bagging
Boosting
Tree-based methods : basics
Published:
Cheatsheet on tree-based methods.
Bootstrap
Tree-based methods : basics
Published:
Cheatsheet on tree-based methods.
CART trees
Tree-based methods : basics
Published:
Cheatsheet on tree-based methods.
Causal Inference
Confounding/Facteur de confusion
Published:
This blog post aims to explain confounding. 
Classification trees
Tree-based methods : basics
Published:
Cheatsheet on tree-based methods.
Coefficient estimates
Correlated features when doing Linear Regression : a geometrical approach
Published:
Correlated features in Linear Regression 
Conseils
Conseils aux jeunes générations de Thinkerview
Published:
L’objectif de ce post est de regrouper les conseils aux jeunes générations donnés par les intervenants de Thinkerview. 
DL
Gathering of resources/interesting links on Machine Learning (updated)
Published:
This blog post aims to provide different resources gathered in a simple way. 
Data compression
PCA : an intuitive mathematical explanation
Published:
This blog post aims to give an intuitive explanation of PCA. 
Decision-trees
Tree-based methods : basics
Published:
Cheatsheet on tree-based methods.
Dimension reduction
PCA : an intuitive mathematical explanation
Published:
This blog post aims to give an intuitive explanation of PCA.
Gathering of information
Gathering of resources/interesting links on Machine Learning (updated)
Published:
This blog post aims to provide different resources gathered in a simple way.
Handouts
Mathematics resources
Published:
This blog post gathers some personal Mathematics resources. 
LaTex
Useful tools for LaTex
Published:
This blog post introduces two tools to write faster in LaTex. 
Linear Regression
Correlated features when doing Linear Regression : a geometrical approach
Published:
Correlated features in Linear Regression
MCMC
Mathematics resources
Published:
This blog post gathers some personal Mathematics resources.
ML
Gathering of resources/interesting links on Machine Learning (updated)
Published:
This blog post aims to provide different resources gathered in a simple way.
Mathpix Snipping Tool
Useful tools for LaTex
Published:
This blog post introduces two tools to write faster in LaTex.
OLS
Correlated features when doing Linear Regression : a geometrical approach
Published:
Correlated features in Linear Regression
Orthogonal Projection
Correlated features when doing Linear Regression : a geometrical approach
Published:
Correlated features in Linear Regression
PCA
PCA : an intuitive mathematical explanation
Published:
This blog post aims to give an intuitive explanation of PCA.
PhD
Gathering of resources/interesting links on Machine Learning (updated)
Published:
This blog post aims to provide different resources gathered in a simple way.
Probability and Statistics
Mathematics resources
Published:
This blog post gathers some personal Mathematics resources.
Random forests
Tree-based methods : basics
Published:
Cheatsheet on tree-based methods.
Regression trees
Tree-based methods : basics
Published:
Cheatsheet on tree-based methods.
Statistics
Confounding/Facteur de confusion
Published:
This blog post aims to explain confounding.
Thinkerview
Conseils aux jeunes générations de Thinkerview
Published:
L’objectif de ce post est de regrouper les conseils aux jeunes générations donnés par les intervenants de Thinkerview.
VIM
Useful tools for LaTex
Published:
This blog post introduces two tools to write faster in LaTex.
Variance of an estimator
Correlated features when doing Linear Regression : a geometrical approach
Published:
Correlated features in Linear Regression
Variational Bayes
Mathematics resources
Published:
This blog post gathers some personal Mathematics resources.