Pinned Repositories
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
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
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
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
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
telegram_feedback_bot
🤖 Telegram bot for user feedback gathering, interacting with the Telegram Bot API| 🛠️ Python, aiogram
varmara
varmara's Repositories
varmara/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)
varmara/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
varmara/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
varmara/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
varmara/data-engineering-zoomcamp-2024
📔 Data Engineering Zoomcamp (spring 2024) by DataTalksClub - Notes, homeworks | 🛠️ GCP, BigQuery, Terraform, Docker, PostgreSQL, Mage, dbt, Spark, Kafka
varmara/varmara
varmara/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
varmara/curiosity-driven
Curiosity-driven data (re)analysis
varmara/dbt-project_data-engineering
dbt project homework 4, Data Engineering Zoomcamp 2024
varmara/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
varmara/GM-WorkshopData
GM Data for Workshpos
varmara/ISEC_stan_course
A 6 hour course on Stan with Dan Simpson, Vianey Leos-Barajas, and Andrew MacDonald
varmara/movie_rating_prediction
Predict movie's IMDB rating
varmara/stepik-generation-python-1
🏗️ Study projects from the 📔 "Python Generation: Course for Beginners" on Stepik | 🛠️ Python, unittest
varmara/telegram_feedback_bot
🤖 Telegram bot for user feedback gathering, interacting with the Telegram Bot API| 🛠️ Python, aiogram
varmara/etl-pipeline-uk-crime-analysis
Data engineering pipeline for collecting, transforming, analysing, and visualising UK crime data.
varmara/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
varmara/varmara.github.io
varmara/WdStar
Multivariate Welch ANOVA