Category: Visiting

STU12501 – Introduction to Probability

(Semester 1, 5 ECTS) Sample Space and Probability: Sets; Probabilistic Models; Conditional Probability; Total Probability.
Theorem and Bayes’ Rule; Independence; Counting.

CSU33031 – Computer Networks

(Semester 1, 5 ECTS) The module introduces the basic concepts underlying the communication between nodes connected to the Internet.

CSU33032 – Advanced Computer Networks

(Semester 2, 5 ECTS) This module introduces students to advanced topics in the areas of data communications and cryptography. A detail study is made of the TCP protocol in terms of multiplexing, flow and congestion control to understand the effects congestion in a large distributed network such as the Internet.

STU11002 – Statistical Analysis I

(Semester 2, 5 credits) An introduction to basic statistical concepts. Students will learn how to explain basic statistical theory, apply the techniques to data and describe and interpret the results of their analyses in a detailed fashion. R studio will be used to analyse data.

CSU22012 – Algorithms and Data Structures II

(Semester 2, 5 ECTS) This module continues directly from Algorithms and Data Structures I and addresses topics including recursion, divide-and-conquer, graph traversal and dynamic programming.

STU44003 – Data Analytics

(Semester 1 & 2, 10 ECTS) The aim of the course is to introduce the students to a set of techniques including classification and regression trees, and ensemble methods.

STU33011 – Multivariate Linear Analysis

(Semester 1, 5 ECTS) Classical multivariate techniques of principal component analysis, clustering, discriminant analysis, k-nearest neighbours, and logistic regression are investigated.

STU33010 – Forecasting

(Semester 1, 5 ECTS) Introduction to Forecasting; ARIMA models, data transformations, seasonality, exponential smoothing and Holt Winters algorithms, performance measures. Use of transformations and differences.

STU33005 – Information Systems

(Semester 2, 5 ECTS) The aim of the module is to introduce students to the crucial role that Information Systems play in all aspects of society and the workplace as these domains undergo trans-formative change.