R-Ladies Rome (English) - From Basics to Advanced Health Analytics: Exploring Diabetes Data
Автор: R-Ladies Rome
Загружено: 2025-12-27
Просмотров: 194
Описание:
This tutorial demonstrates health data analytics, exploratory data analysis (EDA), and clustering techniques on a simulated diabetes dataset for the years 2015 and 2025, covering data import, pre-processing, visualization, summary statistics, prevalence calculation, and statistical inference, included clustering.
Slides Material:
part 1 guided by Rafaela Ribeiro: https://bit.ly/4qeaVWb
part 2 guided by Lucy Michaels: https://bit.ly/4oV2XQR
This is the first series of a selected list of guided material for learning how to use R efficiently for Dana Analysis, Visualization and Modelling. Here you'll find the material collection of all tutorials:
https://rladiesrome.github.io/Princip...
0:00 Introduction
04:38 Diabetes data analysis part 1 - Rafaela
18:13 Data Viz - Federica
42:21 Diabetes estimating prevalence - Rafaela
59:53 Diabetes data analysis - Clustering part 2 - Lucy
1:41:59 Q&A Session and Salutations
Please Visit: https://rladiesrome.org/
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