Z. Du on LinkedIn: “As our organization continuously strives to improve #addiction treatment quality, I’ve recently worked on a project in effort to discover more ways of understanding our patients and improving quality of care using #datascience.
I’ve now completed part one of the project — applying unsupervised machine learning to explore attitudinal and behavior patterns via patient surveys.
Working on this project has been a rich learning experience for me, especially when building, developing and owning the entire project from beginning to end: accumulate domain knowledge, understand business needs, create research ideas, define project scope, implement data science techniques, synthesize and communicate findings, and suggest a plan of actions.
Below is the initial report, and I’d love to collect feed back and suggestion for improvements from you!
#addictiontreatment #unsupervisedlearning #datascienceimpact #R”