PinnedNadaa TaiyabinTowards Data ScienceBuilding a machine learning model that healthcare providers will use.When I first learned how to create a machine learning model, all my focus was on algorithm selection, cross-validation, and hyperparameter…9 min read·Mar 30, 2021--1--1
Nadaa TaiyabHow to Dockerize your Flask app and deploy to AWS Elastic BeanstalkI wrote this blog post to share my learnings and offer a simple step-by-step guide for beginners.8 min read·May 10, 2018--5--5
Nadaa TaiyabWhat I learned teaching Intro to Python for Girl Develop ItA few weeks ago, I taught my very first programming class: a seven-hour Introduction to Python for an organization called Girl Develop It.6 min read·Mar 14, 2018----
Nadaa TaiyabinTowards Data ScienceUsing XGBoost to Predict Blood Donations without writing any code using Dataiku9 min read·Dec 4, 2017--3--3
Nadaa TaiyabinValue Based Care Design LabAyogo and the growing market for digital therapeuticsInterview with Michael Fergusson, CEO of Ayogo11 min read·Apr 6, 2017----
Nadaa TaiyabinValue Based Care Design LabInnovations in analytics at the Phoenix VA HospitalFire departments arriving before an emergency happens, mobile medical units with precision targeting, dashboards that are actually useful…7 min read·Mar 22, 2017----
Nadaa TaiyabinValue Based Care Design LabHow one physician used plant-based nutrition to help underserved patientsI met Jed Maddela, MD, at a conference on population health management in Phoenix, AZ. In the course of our conversation, I brought up my…8 min read·Feb 24, 2017----
Nadaa TaiyabinValue Based Care Design LabHow a cardiologist helps patients reduce blood pressure meds with a five minute talkGregory Sanders, MD, is a non-interventional cardiologist practicing at Arizona Cardiology Group in the Phoenix area and the founder of…9 min read·Feb 24, 2017----
Nadaa TaiyabinValue Based Care Design LabCan lifestyle interventions bend the cost curve in healthcare?Almost every physician has a few patients they call their “Champions.” These are the rare, motivated individuals that jump head first into…6 min read·Feb 24, 2017--2--2
Nadaa TaiyabPositive Thinking: A Key to Unconditional HappinessI woke up this morning with a profound realization. “Positive thinking” is not just thinking optimistically about the outcome of a project…3 min read·Aug 25, 2015----