Materials for the RStudio Toolchain for Instructors workshop, which covers RStudio Cloud, learnr, and grader. This workshop was originally given at the 2018 Conference on Applied Statistics in Ireland (CASI) in Galway, Ireland.

Repository focused on quantitative methods in psychology with R and RStudio, covering applied statistics and psychometrics.

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Applied Probability & Statistics / RStudio

RStudio assessed problem set for applied statistics

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Group project and homework from the Applied Statistics course using R programming language and the RStudio tool.

Projects carried out with the use of RStudio, involving the following: data cleaning/engineering, machine learning, applied mathematics, descriptive & predictive statistics

Analyzed the Top 2000 Global Companies for 2024 dataset from Kaggle. Performed descriptive statistics and applied fuzzy clustering, logistic regression, decision trees, KNN, and neural networks for predictive modeling using Excel and RStudio.