Machine Learning in Healthcare (no coding required!)
Posted By CluzterOps2May 11, 2021175 views 0 likes
₹618.00
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... moreThis 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
Who this course is for:
Beginner to Intermediate analysts of health data
Public health/Epidemiology/Bioinformatics analysts
Actuarial/Statistical analysts less
