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

For academic year: 2024/25 Last Updated: 15 May 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


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

8 hours practical classes (supported online and in block release)
6 hours of tutorials (supported online and in block release)
20 hours online lectures
116 hours private study

School Rules

None

Description of Module Assessment

1: Coursework weighted 100%
Coursework
A technical report based on an AI-related task. The technical report is the equivalent to 2500-3000 words. Formatting guidance will be provided.

Please note that for the 2022/23 Academic Year programmes may be adapted to operate in accordance with a flexible, digital approach. This means that there may be some changes made to how modules are delivered and assessed. The latest information will be provided to you by your School in module handbooks. We endeavour to give you as much notice as possible of any changes and 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/student-terms-and-conditions/

Last Updated: 15 May 2024