A book at the intersection of health and economics reveals the hidden side of medicine and how unexpected -- but predictable -- events can profoundly affect our health.

Whether based on academic theories or discovered empirically by humans and machines, all financial models are at the mercy of modeling errors that can be mitigated but not eliminated. Probabilistic ML technologies are based on a simple and intuitive definition of probability and the rigorous calculus of probability theory. Unlike conventional AI systems, probabilistic machine learning (ML) systems treat errors and uncertainties as features, not bugs....

Learn how to use probability/statistics in all areas of computer science, data science, and machine learning. About This Video: A practical approach towards understanding the core concepts of probability and statistics. Focuses on the applications of these important mathematical concepts in data science, machine learning, and other areas. Understand why probability is the foundation of all modern machine learning. In Detail: The objective of this...