Coursera

When it comes to learning decision making, there are plenty of online resources available to help you improve your skills. However, one website stands out from the rest: Coursera. Coursera offers a wide range of courses in decision making, taught by experts in the field.

They begin with a review of utility theory to understand how to describe and model preferences for decision making. They begin by modeling simple choice issues as multi-armed bandit problems and then describe numerous ways to feedback evaluation. They will next use dynamic programming approaches to describe choice problems as finite Markov decision processes (MDPs). They discuss the concept of partial observability in real-world situations that are represented using POMDPs and then solved using online planning approaches. Finally, they describe two paradigms for reinforcement learning: Monte Carlo techniques and temporal difference learning. They wrap up the course by pointing out where the two paradigms fall on a spectrum of n-step temporal difference approaches. This course will place a strong emphasis on algorithms and examples.

One of the best things about Coursera is that it offers courses at all levels, from beginner to advanced. Whether you're just starting out in the field of decision making or you're looking to improve your existing skills, there's a course for you.

Website: https://www.coursera.org/