Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

Each directory within the repo corresponds to one section of the course. You should fork the repo and follow along with the lessons and use/update/modify the code samples as needed. There are a number ...

Abstract: DevOps is a set of practices that requires to build the application and identify the bugs in early stage by collaboration with software development, testing and software operations teams ...

DevOps success depends on culture, reliability, and systems thinking beyond tools. Books help explain long-term practices that improve speed, stability, and trust. Proven DevOps ideas remain relevant ...