Introduction to Machine Learning and Image Processing with R, December 2021
Channel: NHS-R Community
Date: 2021-12-09

Facilitators: Santosh Kumar and Bruno Petrungaro, The Health Economics Unit

Summary: This workshop covers the basics of image processing, classical machine learning with R. Topics in machine learning include an introduction to machine learning, the difference between machine learning and AI, Machine learning models, overfitting in machine learning models, applications of machine learning in the healthcare, and machine learning with R. Topics in image processing include the basics of image processing, including conventions of image representation, visualization, common transformations, and filtering operations, and common methods for image classification.

Pre-requisites: Basic mathematics, Beginner R programming, Basic data structure