https://arunmitra.com/tags/tidyverse/ Recent content in tidyverse on Arun Mitra Hugo -- gohugo.io en Thu, 04 Jun 2026 00:00:00 +0000 https://arunmitra.com/training/workshops/iqraa-data-analysis/ Thu, 04 Jun 2026 00:00:00 +0000 https://arunmitra.com/training/workshops/iqraa-data-analysis/ Background The IQRAA workshop series was designed to build practical data analysis skills in R for clinicians and health researchers. It runs across multiple days and progresses from data fundamentals through exploratory data analysis to applied statistical methods, using realistic clinical datasets so participants work on problems close to their own. Approach The series combines Quarto Reveal.js slide decks, demonstration datasets, hands-on exercises, and a participant handbook. https://arunmitra.com/training/workshops/intro-health-data-science/ Wed, 01 Jan 2025 00:00:00 +0000 https://arunmitra.com/training/workshops/intro-health-data-science/ Background Public-health students increasingly need data-science skills to make sense of routine and outbreak data, but many begin with no programming background. This foundational teaching module, developed for students at the Institute of Public Health (IPH), introduces health data science from first principles with an emphasis on reproducible, applied analysis. Approach The module is taught in R using the tidyverse, combining structured exercises with collaborative group activities. https://arunmitra.com/training/workshops/nwhda-mangalagiri/ Thu, 03 Oct 2024 00:00:00 +0000 https://arunmitra.com/training/workshops/nwhda-mangalagiri/ Background Clinicians and public-health professionals increasingly need to analyse their own data, yet most lack formal training in reproducible, code-based analytics. This National Workshop on Health Data Analytics using R was designed to close that gap, giving practitioners a practical foundation in the modern R toolchain. The event ran as Cohort 2 of the national programme, hosted at AIIMS Mangalagiri. Approach The workshop was delivered over three days of structured, hands-on sessions that combined concept introductions with guided coding in R.