This course will introduce the concepts of interpretability and explainability in machine learning applications. The learner will understand the difference between global, local, model-agnostic and model-specific explanations. State-of-the-art explainability methods such as Permutation Feature Importance (PFI), Local Interpretable Model-agnostic Explanations (LIME) and SHapley … [Read more...] about Explainable deep learning models for healthcare – CDSS 3
Health
Managing Supply Chain Disruption During COVID-19
In this course, you will learn about why and how supply chains become susceptible to a disruption. We will examine this by discussing supply side and demand side issues, primary supply chain flows, complexity, risk management and a combination of solid theoretical supply chain perspectives and current real-world stories. You will learn about the structural, relational and … [Read more...] about Managing Supply Chain Disruption During COVID-19
Hacking COVID-19 Course 1: Identifying a Deadly Pathogen
In this course, you will follow in the footsteps of the bioinformaticians investigating the COVID-19 outbreak by assembling the SARS-CoV-2 genome. Whether you’re new to the world of computational biology, or you’re a bioinformatics expert seeking to learn about its applications in the COVID-19 pandemic, or somewhere in between, this course is for you! As you go through this … [Read more...] about Hacking COVID-19 Course 1: Identifying a Deadly Pathogen
Medical Technology and Evaluation
Innovations in medical technologies are one of the leading areas of economic growth in the world. Whether new technologies take the form of pharmaceutical, medical device, biotechnology, information technology of some combination of these innovations, the opportunities for both private enterprise and social welfare are substantial. However, these innovations are not without … [Read more...] about Medical Technology and Evaluation
The Career Design Lab: Change your Job, Change your Life
If your work isn’t fulfilling, now is the time to change direction and design a life you love. This course is for people at any life stage who want a job they enjoy and a career aligned with their values. If you’re languishing at work or feel like quiet quitting is your only option, why not change careers and flourish professionally? University of California Santa Cruz … [Read more...] about The Career Design Lab: Change your Job, Change your Life
