# Tutorials

## R Tutorials with an Ecologist Bias (Basic):

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## R Tutorials with an Ecologist Bias (Intermediate):

### Combining Multiple Plots in R

Introduction

Tidyverse

ggplot2

R

patchwork

### Making Static Maps in R

Introduction

Tidyverse

ggplot2

R

sf

Mapping

GIS

### Making Interactive Maps in R

Introduction

Tidyverse

ggplot2

R

leaflet

Mapping

GIS

### Spatial Data in R

Tidyverse

ggplot2

R

terra

sf

Mapping

GIS

### Complex GIS in R

Tidyverse

ggplot2

R

terra

sf

Mapping

GIS

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## Statistics Tutorials with an Ecologist Bias (GLMs):

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## Statistics Tutorials with an Ecologist Bias (GLMMs):

### Introduction to GLMMs

Introduction

R

GLMMs

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## Statistics Tutorials with an Ecologist Bias (Machine Learning):

### Introduction to Machine Learning

Introduction

R

Machine Learning

Stats

Random Forest

### Comparing and Ensembling Machine Learning Models

Introduction

R

Machine Learning

Stats

Random Forest

XGBoost

SVM

KNN

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