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Welcome to The Multilingual Quantitative Biologist!

Computing

UNIX and Linux
Shell scripting
Version control with Git
Scientific documents with \(\LaTeX\)
Biological Computing in Python
Biological Computing in R

Ecological & Evolutionary Modelling

The Metabolic Basis of Ecology and Evolutionary dynamics
Single Populations
References

Basic Data Analyses and Statistics

Introduction
Data Management and Visualization
Experimental design and Data exploration
Basic hypothesis testing: \(t\) and \(F\) tests
Linear Models: Regression
Linear Models: Analysis of variance
Linear Models: Multiple explanatory variables
Linear Models: Multiple variables with interactions
Model simplification

Advanced Data Analyses and Statistics

Introduction
Generalised Linear Models
Model Fitting using Non-linear Least-squares

Appendices

Introduction to Jupyter
Data analyses with Python & Jupyter
Mathematical models in Jupyter
Maths for Biologists
Databases
Model fitting in Python
The Computing Miniproject
TMQB Coursework Assessment
Introduction to High-Performance Computing (HPC)

Repository
Open issue

Index

By MulQuaBio collective!

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