In the Advanced Statistics for Data Science Specialization, there are a number of challenging graded quizzes that are designed to assess student knowledge of fundamental ideas including probability, distribution, and likelihood concepts as well as case-control sampling and hypothesis testing.

The approaches employed in the field of applied statistics are introduced in the probability and statistics course. It heavily depends on actual-world circumstances, critical thought, and the interpretation of graphs and statistics.

This course is concerned with mathematical structures closed under the operations of addition and scalar multiplication and that includes the theory of systems of linear equations, matrices, determinants, vector spaces, and linear transformations.