CS5010 Artificial Intelligence Principles

Academic year

2024 to 2025 Semester 1

Further information on which modules are specific to your programme.

Key module information

SCOTCAT credits

15

The Scottish Credit Accumulation and Transfer (SCOTCAT) system allows credits gained in Scotland to be transferred between institutions. The number of credits associated with a module gives an indication of the amount of learning effort required by the learner. European Credit Transfer System (ECTS) credits are half the value of SCOTCAT credits.

SCQF level

SCQF level 11

The Scottish Credit and Qualifications Framework (SCQF) provides an indication of the complexity of award qualifications and associated learning and operates on an ascending numeric scale from Levels 1-12 with SCQF Level 10 equating to a Scottish undergraduate Honours degree.

Availability restrictions

Not automatically available to General Degree students

Planned timetable

To be arranged.

This information is given as indicative. Timetable may change at short notice depending on room availability.

Module Staff

TBC Module coordinator(s): Director of Postgraduate Teaching - Computer Science (dopgt-cs@st-andrews.ac.uk)

This information is given as indicative. Staff involved in a module may change at short notice depending on availability and circumstances.

Module description

This module covers foundational knowledge of Artificial Intelligence (AI). The module gives an overview of AI and its philosophy. It covers fundamental principles in AI: logical reasoning, reasoning in the presence of uncertainty, and machine learning. It shows how search is used to solve a variety of problems in AI. Notions such as agency and uncertainty in AI are covered. Finally, the philosophy of AI in practice and the philosophical problems in AI are shown.

Relationship to other modules

Pre-requisites

UG: BEFORE TAKING THIS MODULE YOU MUST PASS CS2002 AND (CS2001 OR CS2101)

Anti-requisites

YOU CANNOT TAKE THIS MODULE IF YOU TAKE CS3105

Assessment pattern

3-hour Examination = 40%, Coursework = 60%

Re-assessment

3-hour Examination = 40%, Existing Coursework = 60%

Learning and teaching methods and delivery

Weekly contact

2 hr x 10 weeks lectures, 1 hr x 5 weeks tutorial/discussion.

Scheduled learning hours

25

The number of compulsory student:staff contact hours over the period of the module.

Guided independent study hours

125

The number of hours that students are expected to invest in independent study over the period of the module.