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basic-r-programming-for-health-data-scientist

Workshop จาก Princess Srisavangavadhana College of Medicine, Chulabhorn Royal Academy (PSCM) เกี่ยวกับภาษา R เบื้องต้น สำหรับนักศึกษา Health Data Scientist

cardiovascular-disease-prediction-project

Final project of CPE378 Machine Learning (2/2021). We studied and compared algorithms used to accurately diagnose cardiovascular disease, which is a disease with high mortality statistics.

chhd301-biostatistics

Lecture and Lab of CHHD301 Biostatistics (2/2020)

cpe102-computer-programming-basics

Lecture and Lab of CPE102 Computer Programming Basics (1/2019)

cpe111-programming-with-data-structures

Lecture and Lab of CPE111-Programming-with-Data-Structures (2/2019)

cpe231-database-system

Database system using Django framework

cpe329-business-intelligence

Lecture, Lab, and Final project of CPE329 Business Intelligence (2/2020)

cpe352-data-science

Lecture, Lab, and Final project of CPE352 Data Science (1/2021)

cpe378-machine-learning

Lecture, and Lab of CPE378 Machine Learning (2/2021)

data-science-for-healthcare-and-clinical-informatics

Workshop จาก ภาควิชาระบาดวิทยาคลินิกเเละชีวสถิติ คณะเเพทย์ศาสตร์โรงพยาบาลรามาธิบดี ร่วมกับมหาวิทยาลัยมหิดล เกี่ยวกับการนำความรู้ด้าน Data Science ไปประยุกต์ใช้กับด้าน Healthcare และ Clinical Informatics

denoising-dirty-documents-with-autoencoders

ewars_shinymobile

This EWARS app has been modified from the original EWARS app by incorporating Shiny Mobile and Shiny Manager.

hands-on-data-science-and-machine-learning-by-gbdi

heart-failure-prediction

intermediate-data-engineering-by-bdi

intermediate-data-science--2nd-gen--by-tu-rac

mill-ornrakorn

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pneumonia-detection-using-cnn

r-for-beginners-workshop

Workshop จาก Big Data Experience Center (BX) เกี่ยวกับภาษา R เบื้องต้น

spatiotemporal-epidemiology-and-analysis-of-mental-health-conditions-in-thailand

Analyzed mental health service utilization in Thailand using spatial pattern analysis and cluster analysis.

stehealth-application

STEHealth is a shiny application for analyzing space-time patterns, cluster detection, and association with risk factors of health outcomes.

stroke-prediction

topic-modeling-from-personalized-medicine-redefining-cancer-treatment

Final project of CHHD304 Introduction to Precision Medicine (1/2022). We investigated the meanings of each class (all 9 classes) in this dataset and utilized Topic Modeling as a helpful technique.

truffle-suite-pet-shop-tutorial