Introduction to Machine Learning and Image Processing with R

The NHS-R Community will be running the 1 day workshop on

• Wednesday 1st December 2021

The course will be one full day 9.30 am to 4.30 pm

The course will be run by:

Bruno Petrungaro and Santosh Kumar, Health Economics Unit

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

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.

Limited to NHS employees and those who work in the UK public health care sector.

For further information, please contact: nhs.rcommunity@nhs.net