https://arunmitra.com/tags/data-science/ Recent content in data science on Arun Mitra Hugo -- gohugo.io en Wed, 09 Jul 2025 00:00:00 +0000 https://arunmitra.com/research/amr-diagnostics-poct/ Wed, 09 Jul 2025 00:00:00 +0000 https://arunmitra.com/research/amr-diagnostics-poct/ Background Antimicrobial resistance (AMR) is a growing threat in low- and middle-income countries, yet access to reliable diagnostics remains deeply unequal. Marginalised populations, particularly in rural, tribal, and remote settings, are least likely to reach laboratories capable of culture and susceptibility testing, leaving treatment to empirical and often inappropriate antibiotic use. This work, conducted under the EquityAMR initiative in India, examines the AMR diagnostic access gap for marginalised communities and the role point-of-care technologies could play in closing it. https://arunmitra.com/training/workshops/ai-for-statistical-analysis/ Wed, 01 Jan 2025 00:00:00 +0000 https://arunmitra.com/training/workshops/ai-for-statistical-analysis/ Background AI tools are rapidly reshaping how analysts approach statistical work, yet many researchers lack a practical, critical framework for using them well. This workshop was designed for researchers, statisticians, and data scientists who want to understand where AI can responsibly support the statistical analysis workflow. It assumes basic familiarity with R and statistical concepts. Approach The session is delivered as an interactive Quarto Reveal. https://arunmitra.com/training/workshops/data-management-tot/ Fri, 01 Nov 2024 00:00:00 +0000 https://arunmitra.com/training/workshops/data-management-tot/ Background Building regional capacity in data management requires not just trained analysts but trainers who can pass on good practice. This training-of-trainers (ToT) sits within the “Digital Platforms for Disease Surveillance and Control: Best Practices from Asia (DMgt Asia)” initiative and is designed for cascade delivery, preparing trainers to teach data management and data science within their own institutions. It is aimed at prospective trainers and senior analysts who will go on to deliver this material onward.