Unit Code: ITO4137

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

A strong foundational knowledge of computer systems is at the core of computer science. ‘Architecture and networks’ focuses specifically on modern operating systems and networking technology. The unit covers CPU, memory, storage, operating systems and the basic concepts of computer and network security.

Unit Code: ITO4132

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

Database management systems are integral to the success of organisations. ‘Introduction to databases’ serves as a thorough introduction to database management, built upon a theoretical foundational of relational modelling, analysis and design. You will learn all about the core principles of sound database design, and how to implement relational databases by employing an SQL approach.

Unit Code: ITO4001

Description:

Mathematics and Computer Science cannot be untangled. Most of the problems found in computer science are often formalized and solved with mathematical foundations. Many important problems addressed by computer scientists need the skills in logical thinking, algebraic operations, probability theory and statistical tests and optimization techniques.

This unit is designed to explore various mathematical methods required to work in the area of computer science. You will learn the fundamental concepts in tree and graph data structures, set theory and logic which include predicate and propositional logic, probability and statistics as well as linear algebra, data encoding and calculus. While learning the fundamentals, the unit offers a variety of problem solving activities concentrating on areas where mathematical foundations pave a path to computing problems. It offers an opportunity to understand how to solve computer science problems using mathematical foundations that are relevant to the program the students follow.

Unit Code: ITO4131

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

In ‘Java programming’ you will learn the basic concepts involved in the development of well-structured software using programming language. You will gain practical experience in program design and implementation of that design into programming language. This unit focuses on developing your problem solving skills and understanding new and existing code.

Unit Code: ITO4133

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

‘Introduction to Python’ teaches programming fundamentals and the Python language. You will develop a foundational understanding of program design and implementation of algorithms. This unit will cover basic input and output, program control structures, basic data structures and problem solving strategies.

Unit Code: ITO5047

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

‘Fundamentals of artificial intelligence’ interrogates core problems and approaches to designing intelligent software systems. You will cover automated search methods, knowledge representation and reasoning, planning, and reasoning under uncertainty. This unit will teach you how to explain, evaluate and apply appropriate AI theories, models and techniques into practice.

Unit Code: ITO5136

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

‘Software engineering’ allows you to put your existing programming skills to practice. You will be introduced to software engineering at the postgraduate level, with an emphasis on understanding and solving a wide range of software development problems. This unit will teach you how to identify and describe the software life cycle and its various models.

Unit Code: ITO5163

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

Security systems must constantly evolve to keep pace with our rapidly changing world. In ‘Information and computer security’ you will be taught techniques to solve security problems in information systems. You will gain experience in a range of security applications and learn how to effectively solve difficult coding issues.

Unit Code: ITO5032

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

‘Web applications development’ provides you with the knowledge, understanding and skills to develop an application system. This unit will focus on mastering key concepts and the basic knowledge and skills required to build applications. You will learn of a wide range of technologies and examine a small number of them to demonstrate their key concepts and applications.

Unit Code: FIT5046

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

‘Mobile distributed computing systems’ focuses on the underlying concepts and standards of mobile computing. You will learn techniques to design and develop mobile applications. The unit aims enhance your understanding of current mobile and distributed technologies such as web services, context-aware computing, location awareness, wireless sensor networks and current research trends.

Unit Code: ITO5152

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

A seamless user experience is the aim of all emerging computer technologies. In ‘User interface design and usability’ you will gain a detailed understanding of user interaction design theories, principles and practices. The unit will examine contemporary issues including the challenges faced by designers with emerging technologies.

Unit Code: ITO5171

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

‘Software testing, quality and standards’ covers the core software engineering disciplines concerned with managing and delivering quality software. You will cover processes, tools and techniques for system validation and verification, and will be introduced to major commercial tools used in the industry. On completion of this unit, you will learn how to detect, analyse and control defects in complex systems.

Unit Code: ITO5003

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

In ‘Software and network security’ you will be introduced to development issues including secure software life cycle, secure software design principles, secure coding practices and threat evaluation models. You will learn how to design, implement and produce test procedures and evaluate software security features.

Unit Code: ITO5129

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

Enterprise networks are highly complex infrastructures that face significant security challenges because of the scale of operations. ‘Cyber operations’ provides you with practical experience in planning secure networks, policy-based operations and the implementation of security. Through practical lab activities, you will learn best practices in dealing with security breaches.

Unit Code: ITO5214

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

Blockchain is predicted to be the next revolution of the internet. In ‘Blockchain’ you will gain a basic knowledge of blockchain technology and how they can be applied to real-world scenarios. Your learning will focus on understanding different blockchain systems including consensus, privacy-preserving protocols and smart contract, which are increasingly being used in different industries.

Unit Code: ITO5225

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

‘Cloud computing and security’ will enable you to build a foundational knowledge of cloud computing technology and teach you how to design and implement cloud applications. You will also interrogate issues of security and privacy of off-the-shelf cloud services. Your learning will focus on understanding cloud delivery and service models, identifying different cloud platforms and fundamental cloud technologies.

Unit Code: ITO5201

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

Machine learning is, in many ways, already revolutionising the broad ICT sector. In ‘Machine Learning’ you will explore the impact machine learning is having on the major statistical learning models and algorithms used in data analysis. You will build your understanding of these modelling algorithms – contextualised according to the emergence and evolution of machine learning – based upon foundational concepts, including: linear models for regression and classification (logistic regression, Bayesian classifiers), discriminative and generative models, k-means and latent variable models (Gaussian mixture model), expectation-maximisation, neural networks and deep learning.

Unit Code: ITO5216

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

In this unit you will be introduced to the fundamentals of modelling for discrete optimisation. Your learning will focus on how to express a discrete optimisation problem in a way that can be solved. You will also cover specific topics, including decision variables, basic constraints, debugging discrete optimisation and fundamental algorithms.

Unit Code: ITO5217

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

In ‘Natural language processing’ you will gain an understanding in complex language expressions that are crucial to artificial intelligence. Natural language processing (NLP) is a vital piece of technology in the information age, therefore it’s vital for students to have a comprehensive understanding. This unit will cover essential techniques for analysing words, sentences, documents and applications.

Unit Code: ITO5221

Contact Hours: 20-24 hours of study per week

Duration: 6 weeks

Description:

In ‘Intelligent image video analysis’ you will learn fundamental and modern concepts of image and video analysis. Your learning is tailored to help you to understand and develop vision-enabled systems, including image formation, operations, features and segmentation. The unit will involve discussing computer vision concepts and theoretical and practical implementation of aspects of computer vision.