Keele Badge

CSC-30051 - Module Specification
School of Computer Science and Mathematics
Faculty of Natural Sciences

For academic year: 2024/25 Last Updated: 23 November 2024

CSC-30051 - Artificial Intelligence for Data Science
Coordinator: Nadia Kanwal Room: CR038
Lecture Time: See Timetable...
Level: Level 6
Credits: 15
Study Hours: 150
School Office: 01782 733075

Programme/Approved Electives for 2024/25

None

Available as a Free Standing Elective

No

Co-requisites

None

Prerequisites

CSC-20067

Barred Combinations

None

Description for 2024/25

This module provides a more advanced understanding of how Artificial Intelligence can be utilised in data science and enables apprentices to apply their skills to solve a data science problem using an ethics-by-design AI solution.

Aims
This module builds on CSC-20067 Machine Learning and provides learners with more advanced knowledge and skills in the applications of machine learning and artificial intelligence as applied to Data Science.

Intended Learning Outcomes

Evaluate machine learning and artifical intelligence techniques relevant to data science: 1
Demonstrate the use of artificial intelligence and machine learning techniques to solve a data science problem: 1
Use, and record in the coursework report, the ethics-by-design methodologies to provide a hypothesis-driven data science solution: 1
Debate the role of explainable AI (XAI) methods and techniques in their provision of Data Science and AI solutions that can be understood by humans: 1

Study hours

16 hours practical classes (supported online and in block release)
20 hours online lectures
114 hours private study

School Rules

None

Description of Module Assessment

1: Project weighted 100%
Solving a real-world problem


The University undertakes a continuous review of its teaching and research provision to ensure programmes are of a high quality and changes may be made to modules where it is necessary and reasonable to do so. Please be aware that minor changes to modules, such as a change to an individual assessment, can occur up until enrolment, although we endeavour to give you as much notice as possible of any changes. Details about the circumstance in which changes are made to programmes can be found in the Student Agreement, available at: https://www.keele.ac.uk/legalgovernancecompliance/governance/actcharterstatutesordinancesandregulations/studenttermsconditions/

Last Updated: 23 November 2024