Probabilistic Programming and Bayesian Computing with PyMC Course Overview

Unlock the power of Probabilistic Programming and Bayesian Computing with PyMC with our comprehensive 3-day course. You’ll start with basic concepts such as Bayesian Statistics and PyMC syntax, moving on to more advanced topics like Markov Chain Monte Carlo (MCMC) Methods, Hierarchical Modeling, and Variational Inference. Each session is designed to be hands-on, ensuring you can build and validate complex Bayesian models. Dive into practical applications like Time Series Modeling and Bayesian A/B Testing, and complete an end-to-end project to solidify your learning. Suitable for professionals aiming to make data-driven decisions in fields like marketing, healthcare, and finance.