Online Course. This course provides a broad introduction to machine learning, data mining, and statistical pattern recognition. Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI). The course will also draw … Read more

Online Course. This course will introduce the fundamental concepts and principles of machine learning as it applies to medicine and healthcare. We will explore machine learning approaches, medical use cases, metrics unique to healthcare, as well as best practices for designing, building, and evaluating machine learning applications in healthcare. The course will empower those with non-engineering backgrounds in healthcare, health … Read more

Online Course. Learn the principles of AI deployment in healthcare and the framework used to evaluate downstream effects of AI healthcare solutions. With artificial intelligence applications proliferating throughout the healthcare system, stakeholders are faced with both opportunities and challenges of these evolving technologies. What You Will Learn? Principles and practical considerations for integrating AI into clinical workflows. Best practices of … Read more

Online course. Learn what AI is. Explore cases and applications of artificial intelligence. Understand AI concepts like; machine learning, deep learning and neural networks. Get exposed to issues and concerns surrounding AI such as ethics and bias. Get advice from experts about learning and starting a career in AI. You will also demonstrate AI in action with a mini project. … Read more

Online Course. We, health economists, are “number” persons. Most of us don’t like writing. Yet, good writing skills are essential for your work. This course teaches you to become a more effective writer, using practical examples and exercises. What you’ll learn? This Stanford University course includes; principles of good writing, tricks for writing faster and with less anxiety, the format … Read more