Unit Name: Advanced Statistics for Data Science

Unit Code: A/651/7143

Level: 5    

Credit: 15        

GLH: 60

Please click the link below to view the guidelines:

ATHE Definition of GLH, TQT, and Credits

Please click the following link to view the ATHE Specifications for Level 5 Computing:

ATHE L5 qualifications in Artificial Intelligence Specification v1.0 090725

  Unit Aims:

This unit introduces statistical and probability concepts for understanding statistical models. It enables learners to numerically evaluate the performance of algorithmic models and equips them with practical
knowledge of statistical modelling techniques such as regression, Bayes classifiers and support vector machines. The learners will undertake a practical activity in applying one of these algorithms to data.

Advanced Statistics for Data Science Video Link 1: