Introduction to Computational Statistics for Data Scientists Specialization

The purpose of this series of courses is to teach the basics of Computational Statistics for the purpose of performing inference to aspiring or new Data Scientists. This is not intended to be a comprehensive course that teaches the basics of statistics and probability nor does it cover Frequentist statistical techniques based on the Null Hypothesis Significance Testing (NHST)
WHAT YOU WILL LEARN
- The basics of Bayesian modeling and inference.
- A​ conceptual understanding of the techniques used to perform Bayesian inference in practice.
- Learn how to use PyMC3 to solve real-world problems.
- The basics of Probability, Bayesian statistics, modeling and inference.