The course “Data Science Foundations” covers multivariate statistics and (mean-covariance) linear factor models, which are the basis for more complex machine learning/artificial intelligence models.
In particular, this course covers the following topics:
For a detailed list of topics, refer to the Syllabus here below (expand the dropdown).
You can choose to complete an optional project at the end of this course that will count as the Practical Project towards the attainment of the ARPM Certification.