Tutorials

All these tutorials have an Ecologist bias, mixed with my own opinions on best practices.

R Basics:

R Intermediate:

R Advanced:

General Linear Models (GLMs):

General Linear Mixed Effect Models (GLMMs):

Machine Learning:

Introduction to Machine Learning

Introduction
R
Machine Learning
Stats
Random Forest

Brief Introduction to Machine Learning

Comparing and Ensembling Machine Learning Models

Introduction
R
Machine Learning
Stats
Random Forest
XGBoost
SVM
KNN

Building different Models and Intercomparing, and then Combining into an Ensemble

Using Machine Learning with Satellite Imagery

Introduction
R
GIS
Machine Learning
Remote Sensing
Mapping
Stats
Random Forest

Building a Prediction Model for Satellite Imagery

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