Machine Learning in Healthcare (no coding required!)
Price: 59.99$
This course will teach you how to work with health data, using machine learning models to find actionable insights. Through a step-by-step guided case study, you will learn practical skills that you can apply immediately! We will use a case study: Opioid Abuse Prediction for a clinic Topics we will cover: Health Data (sources, types, features, error handling)Logistics of machine learning What predictive model features are, and how to create them A statistical primer, highlighting key machine learning models and concepts Build a decision tree, logistic regression and random forest through Opioid abuse prediction case study KNIME (a free machine learning software, no coding required!)Assess model performance Output presentation and implementation