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ccbb_intro_biostats

The goal of this workshop is to provide graduate students early in their studies with a broad set of statistical tools which can be applied to future research problems. The workshop focuses on statistical analysis in R.

choleness

choleness.github.io

dat4

General Assembly's Data Science course in Washington, DC

datacarpentry

Data Carpentry workshop materials

euphies

Using RAD-tags to look for genomic signatures of host associated differentiation in two species of congeneric butterflies

finite_pool_of_worry

general_assembly_instructor_challenge

glasgow_ml

informal_biostats_course_2014

The goal of this workshop is to provide graduate students early in their studies with a broad set of statistical tools which can be applied to future research problems. The workshop focuses on statistical analysis in R, and we provide basic R instruction for beginners. Past workshops have included broad overviews and workable examples of the following types of analysis: linear models and model fitting, time series analysis, spatial statistics, phylogenetics, population genetics, population dynamics and principal components analysis. This workshop is not meant replace formal course work in statistics. Instead, it provides participants with a foundation of knowledge that can be built upon by future study.

intermediate_python_for_biologists

intro_ds

intro_python_for_biologists

lesson-template

[baseline, tools]

machine_learning_examples

A collection of machine learning examples and tutorials.

machine_learning_python_biology

mapping-to-euphydryas-editha-and-e.-aurinia-genomes

percent mapping with blastx to aurinia and editha genomes

mdar

Multivariate Data Analysis with R

mining-the-social-web-3rd-edition

The official online compendium for Mining the Social Web, 3rd Edition (O'Reilly, 2018)

ml_course

python-fundamentals-data-science

python_bootcamp

swc_sprint

web-workbook

https://austincodingacademy.github.io/web-workbook