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biostat101

👩‍🏫 Basic Biostatistics - taught in autumn 2022; 🔎 probability, distributions, hypothesis testing, t-test, binomial test, chi-squared test, contingency tables, correlation, regression, ANOVA, monparametric methods; 🛠️ R, ggplot2, dplyr, pwr, MASS

curiosity-driven

Curiosity-driven data (re)analysis

data-engineering-zoomcamp-2024

📔 Data Engineering Zoomcamp (spring 2024) by DataTalksClub - Notes, homeworks | 🛠️ GCP, BigQuery, Terraform, Docker, PostgreSQL, Mage, dbt, Spark, Kafka

dbt-project_data-engineering

dbt project homework 4, Data Engineering Zoomcamp 2024

etl-pipeline-uk-crime-analysis

Data engineering pipeline for collecting, transforming, analysing, and visualising UK crime data.

glmintro

👩‍🏫 Intro to R, data visualisation and linear models - taught in autumn 2017; 🔎 t-test, power analysis, correlation, regression, ANOVA; 🛠️ R, ggplot2, dplyr, pwr, MASS

gm-workshopdata

GM Data for Workshpos

isec_stan_course

A 6 hour course on Stan with Dan Simpson, Vianey Leos-Barajas, and Andrew MacDonald

linmodr

👩‍🏫 Linear Models, ANOVA, and Regression Analysis with R - taught in autumn 2022; 🛠️ R, basic statistics, correlation, regression, ANCOVA, ANOVA, GLM/GLMM (gaussian, poisson, binomial)

mathmethr

👩‍🏫 Mathematical methods in Zoology - taught in autumn 2022; 🔎 t-test, correlation, regression, ANOVA, LDA, PCA, nMDS, clustering; 🛠️ R, ggplot2, dplyr, pwr, MASS, vegan, ape, dendextend, pvclust

movie_rating_prediction

Predict movie's IMDB rating

multivar

👩‍🏫 Analysis and Visualisation of Multivariate Data Using R - taught in spring 2022-23; 🔎 nMDS, Mantel test, ANOSIM/SIMPER, PERMANOVA, clusterng, PCA, Correspondence Analysis, CCA, RDA, dbRDA; 🛠️ R, vegan, ape, dendextend, pvclust, geomorph

norv-a-models

RData objects for predictive models of total hydrocarbon concentration and Shannon-Wiener diversity around the offshore oil platforms in the North Sea

proteomics

👩‍🏫 Proteomics: Applications, Methods, Data Analysis - taught in spring 2022; 🔎 data preprocessing, normalisation, clustering, nMDS ordination, heatmaps, differential expression analysis; 🛠️ R dendextend, ape, vegan, pvclust, gplots, NMF, limma

stepik-generation-python-1

🏗️ Study projects from the 📔 "Python Generation: Course for Beginners" on Stepik | 🛠️ Python, unittest

varmara

varmara.github.io

wdstar

Multivariate Welch ANOVA