Students will be introduced to a number of computational domains that are gaining an increasing importance in Health Informatics. Specific topics include Deep Learning for Healthcare, Introduction to Python I, Python II, and Introduction to R for Beginners, Level 1 & 2.
Machine Learning I will provide foundational understanding of machine learning models such as logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, artificial neural networks, and machine learning (ML) algorithms and will demonstrate how these models can solve complex problems diagnosis, image recognition, and understanding of text.