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Masters Degrees (Oracle)

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Recognised by the British Computer Society, this Masters programme is designed for students with an Ordinary degree or equivalent in a relevant discipline who wish to upgrade their development skills and qualifications with new technologies and trends. Read more
Recognised by the British Computer Society, this Masters programme is designed for students with an Ordinary degree or equivalent in a relevant discipline who wish to upgrade their development skills and qualifications with new technologies and trends.

About the programme

The programme is designed with significant industrial input to represent the latest developments in computer systems analysis, design and implementation – the main areas of employment in the computing/IT sector. It uses various development tools and environments such as UML, Oracle, IBM Websphere, MS BizTalk, MS ASP.NET, NetBeans, Java MultiPlatform and Android SDK, data management/BI software such as MS Business Intelligence Development Studio, MS Project, and Security Architecture.

You will develop practical skills relevant to modern technologies for various software systems development and management with different devices, enabling you to make an immediate contribution to an organisation’s IT functions.

Your learning

Core modules include:
• Ethics for the IT Professional
• Managing Projects and Security
• Research Design and Methods
• Service Oriented Development

Optional modules (offered subject to demand) include:
• Business Database Applications
• Data Governance and Analytics
• Decision Support Systems
• Enterprise Systems Development
• Interactive Design for Smart Devices
• Mobile Business Technology and Design
• Mobile Networks and Smartphone Applications
• Oracle Database Development – covers Oracle server concepts, Oracle server client applications, (SQL*Plus and Form Developer) environments and concepts, advanced features of SQL and Oracle extensions, and PL/SQL programming language concepts

Full-time students undertake three or four modules and part-time students undertake two or three modules in each trimester. 60 credits are required for a Postgraduate Certificate award and 120 credits for a Postgraduate Diploma award. You will complete an individual MSc project (60 credits) to obtain 180 credits for a Masters award.

Our Careers Adviser says

Graduates are equipped to make an immediate contribution to IT functions within organisations or undertake further research towards a PhD. UWS graduates enjoy careers with IBM, Oracle, J P Morgan, and Bank of Scotland. Their roles include website manager, database developer, software developer, and doctoral (PhD) researcher.

Professional recognition

This MSc is recognised by the British Computer Society (BCS) as partially meeting the educational requirement for chartered IT professional recognition.

Financial support

In session 2015/16 the Postgraduate Diploma element of this programme carried SAAS postgraduate loan funding for eligible students. Check http://www.saas.gov.uk for 2016/17 loan info.

Cutting-edge facilities

As you would expect, we offer access to high-quality computing and state-of-the-art software systems as well as tried and tested in demand technologies such as Oracle, CIW, Adobe, CISCO, SAP and Microsoft.

Research and collaboration

We have a proven track record in knowledge and technology transfer in the form of applied research, training and consultancy. More than 65% of our research outputs were rated as world-leading and internationally excellent in the Research Excellence Framework 2014. We are proud that our research expertise informs teaching and our students are taught by academic staff who are at the forefront of their profession.

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Our MSc Big Data Analytics programme is designed to provide students with in-depth knowledge of the new field of big data analytics from a computing perspective. Read more
Our MSc Big Data Analytics programme is designed to provide students with in-depth knowledge of the new field of big data analytics from a computing perspective. Data is being generated on an exponential scale by individuals and organisations. Valuable insights can be drawn from this data to inform strategic decisions, resulting in increased market share, profitability, possible cost savings and procedural efficiency. You will develop a critical understanding of the contemporary tools, techniques and models used for big data analytics.

The programme will enable you to develop practical skills, using tools and techniques from the forefront of business computing, and use these effectively to conduct big data analytics. It also seeks to promote an awareness of the moral, ethical and professional framework, within which you will operate as an IT professional in a business environment.

A key aspect of the programme philosophy is that the learning experience tightly integrates the use of Oracle commercial software (a world leader in this field), with investigation of the wider theoretical context. You will also learn about the skills needed to become a successful entrepreneur in the IT sector.

Why choose us?

-Our course is accredited by the British Computer Society, ensuring our course is fresh and relevant.
-The University is one of Oracle’s university-based academies, as well as being a member of UK Oracle User Group.
-This is the only big data analytics programme developed in partnership with Oracle, which is a major global leading IT vendor in the field.
-Previous graduates have progressed into roles with established companies such as Hewlett Packard, BT, Capgemini, Cisco, IBM and more.

Course breakdown

The MSc programme is normally studied over one year full-time or two years part-time (one year and one term full-time for January start). You may move between full and part-time modes of attendance. The course is divided into taught modules of 20 credits and a Masters project of 60 credits. Students complete 60 credits for Postgraduate Certificate, 120 credits for Postgraduate Diploma and 180 credits for the full MSc. Each credit represents 10 notional hours of student learning and assessment. The structure of the course, the module, levels and credit ratings and the awards that can be gained are shown below.

A range of assessment methods are employed, assessment criteria being published in each assignment brief. Knowledge and skills are assessed, formatively and summatively, by a number of methods: coursework, examinations (seen and unseen, open and closed-book), presentations, practical assignments, vivas, online forums, podcasts and project work.

Modules
-Research Methods and Project Management 20 credits
-Applied Statistics 20 credits
-Databases for Enterprise 20 credits
-Big Data Management 20 credits
-Data Mining 20 credits
-Web/Social Media Analytics and Visualisation 20 credits
-Master’s Project 60 credits

Enhancing your employability

This course is suitable for undergraduates and those who have worked in the industry but do not have the recognised qualifications. Students will be provided with the opportunity to complete industry-recognised Oracle Professional Certification.

The school boasts graduates who have gone on to work for Hewlett Packard, Bell Micro, Birmingham City Council, BT, Cap Gemini, Cisco, Deloitte, Ericsson, Fujitsu, IBM, Intel Corporation, NHS, Motorola, National Express, NEC, Royal Mail, Shell IT, JP Morgan Chase and Co, Carillion plc, Siemens and Nokia and many more.

You will also be provided with the opportunity to complete industry recognised Oracle Professional Certification.

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This course has been designed to enhance your professional abilities, and deepen your knowledge and understanding of emerging, state-of-the-art database technologies. Read more
This course has been designed to enhance your professional abilities, and deepen your knowledge and understanding of emerging, state-of-the-art database technologies. It will equip you with the range of highly marketable, hands-on skills required in data modelling, and in designing, managing, monitoring and administering corporate database systems divisions, information centres and webenabled database applications.

The course combines academic study with Oracle certification training, and you will be encouraged to take the associated Oracle exams and become an Oracle Certified Associate. It is suitable for recent graduates who wish to study for a higher qualification and/or gain relevant technical and professional skills in database systems. It's also a strong course for practitioners looking to enhance their professional abilities, develop their careers, and update their technical skills, knowledge and understanding of state-of-the-art and emerging technologies.

Course content

The course addresses new technologies, and advanced theories and techniques, along with their application, implementation and integration with legacy systems. You will analyse new demands and the application of new technologies in the management of data and information resources, and examine emerging technologies shaping the way data is now processed, accessed, retrieved, structured and modelled.

Embedded into the course are these themes that will help you to develop skills in the use and application of specific area in the database discipline. One theme is related to database administration and the ability to deliver and administer web-enabled database solutions. A second theme is related to database application development, and the ability to deliver web-enabled information systems solutions. The third theme focuses on the role of data architect, and the skills and knowledge needed to organise and design data and manage projects in a way that harnesses potential emerging technologies.

Teaching methods include lectures, student-led activity and smaller, instructor-led groups. You are encouraged to gain greater understanding of topics through practical activity and the use of scaled down versions of real life scenarios. The Oracle training materials that we use will prepare you to take the Oracle Certified Associate (OCA) exams. Assessment usually involves a combination of exams and coursework, leading to a product such as a presentation, group investigation, technical solution, a piece of software or a research review. Exams are normally two hour long and take place at the end of the year.

Modules

The following modules are indicative of what you will study on this course.

Core modules
-BUSINESS INFORMATION SYSTEM POSTGRADUATE PROJECT MODULE
-BUSINESS SYSTEMS PROGRAMMING
-DATA MANAGEMENT AND REPOSITORIES
-DATABASE LANGUAGES
-RESEARCH METHODS AND PROFESSIONAL PRACTICE

Option modules
-DATA WAREHOUSING AND OLAP
-DATABASE ADMINISTRATION AND MANAGEMENT
-DATA VISUALISATION AND DASH-BOARDING
-ENTERPRISE UTILITY COMPUTING
-IT BUSINESS MODELS
-PROJECT MANAGEMENT
-REQUIREMENTS AND SYSTEM MODELLING
-SEMANTIC AND COLLABORATIVE TECHNOLOGIES
-SYSTEMS INTEROPERABILITY
-WEB-ENABLED DATABASE APPLICATIONS
-WEB AND SOCIAL MEDIA ANALYTICS

Associated careers

Graduates can expect to find employment as business systems analysts and designers, data analysts, database administrators, database application developers, database systems consultants, information resources managers, systems designers and systems integrators. Recent graduates have joined a variety of organisations, including Bank of America, Vodaphone, the Metropolitan Police, CGI, Network Rail, Business & Decisions, JCC Payment System, Jacobs Engineering, Virgin Media, Accenture, Chevron and a number of local authorities and NHS trust.

Professional recognition

This course is accredited by the British Computer Society for partial fulfilment of the academic requirement for Chartered IT Professional.

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This programme is aimed at students who require both academic and technical training in advanced information technology. It is designed to meet the needs of practising IT professionals and to foster an appreciation of the theoretical foundations and academic framework for such personnel. Read more
This programme is aimed at students who require both academic and technical training in advanced information technology. It is designed to meet the needs of practising IT professionals and to foster an appreciation of the theoretical foundations and academic framework for such personnel. It also provides an entry point to the IT industry for graduates by supplying high-level technical training to supplement the academic content.

The programme is of particular interest to those who wish to develop enterprise-level database systems. It is supported by Oracle technology, which is widely used in industry for a diverse range of information needs. Those working in the IT industry, as well as anyone seeking a higher academic qualification in database technology and information systems, gain practical skills in Oracle technology (which are in short supply) and are able to develop database systems using the latest technology. Students also acquire the project management skills necessary for IT consultancy and strategic decision making.

Through our short course centre opportunity may also be provided to study for the following professional qualifications: Microsoft Technology Associate Exams; Certified Professional Java SE Programmer; Java Certified Associate; Oracle Certified Associate (OCA).

Visit the website http://www2.gre.ac.uk/study/courses/pg/inftec/esdw

Computing - Information Technology

The School of Computing and Mathematical Sciences is an extremely successful part of the university and is recognised both nationally and internationally for its cutting edge research and its innovative approach to curriculum development.

Our up-to-date, relevant and exciting programs are designed in close collaboration with industry to provide the skills that employers really want. Our research record is outstanding, focusing on practical and important real-life problems.

What you'll study

Full time
- Year 1:
Students are required to study the following compulsory courses.

PG Project (CIS) (60 credits)
Data Warehousing (15 credits)
System Administration and Security (15 credits)
Database Architectures and Administration (15 credits)
Database Tools (15 credits)
Enterprise Systems Integration (15 credits)
User Centred Web Engineering (15 credits)
Essential Professional and Academic Skills for Masters Students
English Language Support Course (for Postgraduate Students in the School of Computing and Mathematical Sciences)

Students are required to choose 15 credits from this list of options.

Mobile Application Development (15 credits)
Enterprise Software Engineering Development (15 credits)
Big Data (15 credits)

Students are required to choose 15 credits from this list of options.

System Modelling (15 credits)
Programming Enterprise Components (15 credits)
Network Architectures and Services (15 credits)
Multi-structured Data and NoSQL Technology (15 credits)

Part time
- Year 1:
Students are required to study the following compulsory courses.

Data Warehousing (15 credits)
System Administration and Security (15 credits)
Database Architectures and Administration (15 credits)
Database Tools (15 credits)
Essential Professional and Academic Skills for Masters Students
English Language Support Course (for Postgraduate Students in the School of Computing and Mathematical Sciences)

- Year 2:
Students are required to study the following compulsory courses.

PG Project (CIS) (60 credits)
Enterprise Systems Integration (15 credits)
User Centred Web Engineering (15 credits)

Students are required to choose 15 credits from this list of options.

Mobile Application Development (15 credits)
Enterprise Software Engineering Development (15 credits)
Big Data (15 credits)

Students are required to choose 15 credits from this list of options.

System Modelling (15 credits)
Programming Enterprise Components (15 credits)
Network Architectures and Services (15 credits)
Multi-structured Data and NoSQL Technology (15 credits)

Fees and finance

Your time at university should be enjoyable and rewarding, and it is important that it is not spoilt by unnecessary financial worries. We recommend that you spend time planning your finances, both before coming to university and while you are here. We can offer advice on living costs and budgeting, as well as on awards, allowances and loans.

Assessment

Students are assessed through examinations, coursework and a project.

Professional recognition

This programme is accredited by the British Computer Society (BCS) and can lead to full exemption from the BCS Postgraduate Diploma and Postgraduate Diploma Project. Additionally, this qualification gives partial chartered engineer (CEng) status and can be combined with a partial CEng from an accredited BSc programme to give full CEng status. The programme also has accreditation from the European Quality Assurance Network for Informatics Education (EQANIE).

Career options

Graduates from this programme can pursue careers as database administrators, IT consultants, systems and network administrators or Oracle developers. Opportunities exist to develop a career working as independent consultants or within teams in diverse areas such as banking IT support systems, networking, business and IT, research, teaching and training.

Find out about the teaching and learning outcomes here - http://www2.gre.ac.uk/?a=643967

Find out how to apply here - http://www2.gre.ac.uk/study/apply

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This programme is accredited by the British Computer Society and is designed primarily for students with a degree not in IT or computing, who wish to develop much sought after business-relevant IT knowledge and skills. Read more
This programme is accredited by the British Computer Society and is designed primarily for students with a degree not in IT or computing, who wish to develop much sought after business-relevant IT knowledge and skills.

About the programme

Business requires IT professionals who can design, deploy and utilise business-relevant IT-based systems and services. The programme helps to satisfy this demand, deepening your understanding of modern IT-based business systems and addressing related development, acquisition and deployment issues in modern organisations. This programme has UK and international appeal as it can broaden and deepen your expertise.

Your learning

The programme consists of a combination of core and specialisation-option modules (specialisations offered subject to demand).

Trimester 1 – Topics include modern database design, network-based technology infrastructure and object-oriented analysis and design methods for modern IT systems development.

Trimester 2 – You may follow technically-oriented specialisations including Oracle-based advanced database development, Java based application development, web technology development, data and network security, wireless networking and Internet of Things.

Alternatively you may follow business-oriented specialisations including eBusiness, mobile business, technology management, strategic and project management, digital marketing and modern business intelligence and analytics.

Technically-oriented specialisations will enable you to focus on developing technical skills such as database and network design and development, application development, web development, creating IT solutions, and designing IT infrastructures for organisations. Business-oriented specialisations will enable you to develop skills and strategies that will help organisations configure and manage appropriate IT-driven and business relevant solutions and infrastructures.

You can also complete your Masters dissertation whilst working in industry.

Our Careers Adviser says

UWS graduates enjoy careers at Agrekko, IBM, T-Mobile, CAP-Gemini, Amazon, Atos, Adobe Systems, HP, Dell and SMEs. Positions include IT Consultant, IT Systems Developer, e-Business Specialist, Database Developer, Oracle Database Specialist, and doctoral (PhD) researcher.

Professional recognition

The programme is accredited by the British Computer Society (BCS).

Financial support

In session 2015/16 the Postgraduate Diploma element of this programme carried SAAS postgraduate loan funding for eligible students. Check http://www.saas.gov.uk for 2016/17 loan info.

Cutting-edge facilities

As you would expect, we offer access to high-quality computing and state-of-the-art software systems as well as tried and tested in demand technologies such as Oracle, CIW, Adobe, CISCO, SAP and Microsoft.

Research and collaboration

We have a proven track record in knowledge and technology transfer in the form of applied research, training and consultancy. More than 65% of our research outputs were rated as world-leading and internationally excellent in the Research Excellence Framework 2014. We are proud that our research expertise informs teaching and our students are taught by academic staff who are at the forefront of their profession.

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IN BRIEF. MSc by project accredited by the British Computer Society. Gain hands-on experience of the design and implementation of databases and web applications. Read more

IN BRIEF:

  • MSc by project accredited by the British Computer Society
  • Gain hands-on experience of the design and implementation of databases and web applications
  • Learn data-mining techniques using popular tools in different application domains
  • Part-time study option
  • International students can apply

COURSE SUMMARY

This course is your opportunity to specialise in the development of web-based software systems that use databases. During your time with us, you will gain a critical awareness of the methodologies, tools and techniques used for the development of web-based computer systems and an advanced understanding of the techniques used for the development, evaluation and testing of databases.

The course also develops an awareness of the latest developments in the field of advanced databases, data mining and data warehousing. You will also gain substantial knowledge and skills in the deployment of SAS business intelligence software leading towards SAS data miner accreditation, and learn what the Semantic Web and Linked Data are, together with what these technologies enable.

COURSE DETAILS

This course covers a very comprehensive range of topics split in to four large modules worth 30 credits each plus the MSc Project. External speakers from blue-chip and local companies will give seminars to complement your learning, that will be real-world case studies related to the subjects you are studying in your modules. These are designed to improve the breadth of your learning and often lead to ideas that you can develop for your MSc Project.

TEACHING

Teaching on this course takes the form of lectures, individual and group class work, topical class discussions and critical case study evaluation.

You will gain hands-on lab experience of using and setting up databases and web-based systems. What’s more, tutorials will give you practice in solving the theoretical and design problems associated with these systems.

ASSESSMENT

  • Coursework 60%
  • Examinations 40%

EMPLOYABILITY

With this qualification, you’ll be equipped as web/database designer and programmer, data analytics and miner among other roles. Your experience will be in high demand across all industrial and commercial sectors.

Previous students have gone on to work with companies including British Airways, Google, Hewlett-Packard, Oracle and other IT firms.

LINKS WITH INDUSTRY

Our links with industry include large companies (BT, Oracle, Microsoft) and local companies.

These companies engage with the University by giving guest seminars and often our students will work with them on their MSc Project.

FURTHER STUDY

Many of our graduates will go on to further study in our Computer Networks and Telecommunications Research Centre (CNTR)

The CNTR undertakes both pure and applied research in the general field of telecommunications and computer networking including computer networking technologies, wireless systems, networked multimedia applications, quality of service, mobile networking, intelligent buildings, context driven information systems and communication protocols. Much of this work is funded through research grants and supported by industry. In addition, members of the group are actively involved in a range of public engagement courses which aim to raise the awareness of these subjects for the general public and in schools.

Research themes in this Centre include:

  • Wireless technologies and sensor networks
  • Context and location based information systems
  • Intelligent buildings and energy monitoring
  • Communication protocols, traffic routing and quality of service
  • Network planning, traffic modelling and optimisation
  • Ubiquitous and ambient technology
  • Information security and computer forensics
  • Public Awareness


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This is a long-established conversion course aimed at graduates from a non-computing discipline. It is designed to enable a career change to computing or update and broaden knowledge and skills if already working in the field. Read more
This is a long-established conversion course aimed at graduates from a non-computing discipline. It is designed to enable a career change to computing or update and broaden knowledge and skills if already working in the field. Key areas of study include Object Oriented and Web Programming, Information Systems and Digital Media Systems. A wide-range of optional units allow you to tailor your course to specialise in areas of your choice. A third of your MSc will consist of a solo project with individual supervision. This is supported by a series of seminars/workshops, but the emphasis is on student-centred learning and recognises expectations about student autonomy, typical of postgraduate level and also is part of the strategy to enhance your employability through the development of confidence, self-awareness and self-sufficiency.

It is possible to switch between MSc Information Systems and MSc Computing as you develop your areas of specialism and own interests in this exciting field.

We have excellent facilities and are a member of the Oracle Academy and highly rated in terms of research. Non means-tested loans of up to a maximum of £10,000 will be available to postgraduate master’s students.

Features and benefits of the course

-The School has an extensive range of equipment in our own specialist laboratories which is supported by a dedicated team of technical staff.
-Research in the School was rated 'internationally excellent' with some rated 'world-leading' in the 2014 Research Excellence Framework (REF).
-Our online virtual learning platform Moodle, provides access to lectures, course materials and assessment information.
-The School of Computing, Mathematics and Digital Technology is a member of the Oracle Academy.
-We are an academic partner of the Institute of Information Security Professionals (IISP). This partner status recognises our expertise in the field of information and cyber security.
-We are also an Academy of the Computer Technology Industry Association (CompTIA) and deliver their partner programme which provides a pathway for students towards a rewarding, high-growth IT career.

Placement options

Some students undertake practical project work while attending work placements.

About the Course

-Develop computer programmes using object-oriented development techniques
-Use object-oriented techniques for systems analysis and design
-Have an understanding of database technology and its exploitation
-Understand the underlying technical concepts of network technology, internet and multimedia technology or the delivery of applications
-Understand concepts and be able to apply appropriate techniques across a small number of specialist computing subjects
-Carry out a research-informed practical project involving system construction or experimental work.

The units on offer are regularly updated to reflect new developments in IT and may vary. It is possible to switch between MSc Information Systems and MSc Computing as you develop your areas of specialism and own interests in IT. A major independent practical project completes the MSc.

With flexibility a priority, students can choose their study workload to suit their changing circumstances. Part-time courses usually take three years but can take longer as required. Classes are on certain days of the week to facilitate part timers’ attendance and to allow those studying full-time to undertake some part-time employment if necessary. Some students undertake practical project work while attending work placements. Extensive use of a specialist virtual learning environment is available.

Assessment details

Assessment will be through coursework, examination and dissertation.

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Geographical Information Systems (GIS) has grown rapidly to become a major component of information technology, creating distinctive methods of data analysis, algorithms and software tools. Read more

Why take this course?

Geographical Information Systems (GIS) has grown rapidly to become a major component of information technology, creating distinctive methods of data analysis, algorithms and software tools.

This course emphasises the acquisition of practical GIS skills. We use a wide range of industry-standard software tools and a structured approach to the analysis of spatial data through project work.

What will I experience?

On this course you can:

Get hands-on experience of using instruments such as GPS, Total Stations and 3D laser scanners
Be taught by experts, who have extensive industrial and consultancy experience and strong research portfolios
Practise your GIS data collection skills in a range of environments

What opportunities might it lead to?

The wide range of career opportunities across public and private sectors and in university-based research, coupled with the rapid rate of technological change, mean that major organisations and industrial firms are finding it essential to update their skills through advanced study. We therefore aim to meet this demand by tailoring our course to the needs of both regional and national markets.

Here are some routes our graduates have pursued:

Environmental consultancies
Geographical information science specialists
Working for the Environmental Agency
Working for the Ordnance Survey

Module Details

The academic year is divided into two parts. The first part comprises the lecture, workshop, practical and field work elements of the course, followed by a dissertation which will take approximately five months to complete.

Here are the units you will study:

Principles of Geographic Information Science: Beginning with an overview of the development of GIS, the first part of this unit examines data sources and data capture, as well as hardware and software tools. The second part deals with vector-based data structures and data management, followed by vector GIS operations, such as overlay and buffering. You will undertake a project to create a GIS of your own, which may be presented as a seminar session. Practical exercises are undertaken using MapInfo. You will then go on to develop an understanding of raster-based approaches to GIS, cartographic modelling and related areas of image processing which are often applied in remote sensing. Topics include raster data models and data compression techniques, raster GIS and cartographic modelling, imaging systems and image processing, geometric correction techniques and GIS/remote sensing integration in the raster domain. Practical work uses MapInfo, ArcGIS - ArcMap and ERDAS Imagine.

GIS and Database Management Systems: Your major focus on this unit will be the use of industry-standard methods and tools to develop competence in the successive stages of database design, development and implementation. You will have an introduction to data analysis techniques, followed by an examination of alternative types of database system and the rules of relational database design. There is extensive treatment of the SQL query language in standard databases and for attribute query within a GIS. You will be introduced to advanced topics including database programming and computer-aided database design. You will also consider the Object-Relational databases and spatial data types, explore the use of spatial queries using the ORACLE relational database management system and examine procedural database programming and web database connectivity. Practical work for this unit uses the ORACLE relational database management system, running in full client-server mode.

Applied Geographic Information Systems: On this unit you will develop a general, inferential, model-based approach to the analysis of quantitative data within a geographical framework. You will examine a range of underlying concepts including model specification, bias, linearity, robustness and spatial autocorrelation. You will subsequently develop these in the context of a unified framework for analysis. Practical work is based on ArcGIS - ArcMap.

Research Methods and Design: This unit will introduce you to the basic principles of research design and methodology, enabling you to develop a critical approach to the selection and evaluation of appropriate methods for different types of research problem.

Modelling and Analysis and the Web: This unit gives you the chance to consider the use of GIS technology for creating terrain models and explore the basics of photogrammetry, as well as analytical and digital techniques for photogrammetric data capture. You will also look at Orthophotography, LiDAR and RADAR systems. ArcGIS is used for spatial analysis, such as buffering and overlay techniques. You will also explore and exemplify data transfer between GIS software systems and technologies for internet-based GIS.

Dissertation: This provides an opportunity for you to pursue a particular topic to a greater depth than is possible within the taught syllabus. It can take a variety of forms, for example GIS-based analysis of original data sources and digital datasets, case studies of GIS adoption in public or private sector organisations, the development of new software tools/applications or the design of GIS algorithms. The final submission takes the form of an extended written report or dissertation of a maximum of 15,000 words.

Programme Assessment

The course provides a balanced structure of lectures, seminars, tutorials and workshops. You will learn through hands-on practical sessions designed to give you the skills in laboratory, computer and field techniques. The course also includes extensive field work designed to provide field mapping and data collection skills.

The majority of assessment takes the form of practical exercises and project-based activity. This enables you to become familiar with industry-standard software systems and develop your skills by applying your newfound expertise in areas that particularly interest you.

Student Destinations

GIS technology is now very widely deployed in many organisations ranging from utility companies, telecommunications networks, civil engineering, retailing, local and national government, international charities and NGOs, the National Health Service, environmental organisations, banking and finance, and insurance. GIS has become an essential part of the world's information infrastructure.

You can expect to go on to find work in organisations such as local authorities, health authorities, conservation organisations, banks and insurance companies, amongst others. Many of our previous graduates are now employed all over the world, working on a whole variety of GIS-related projects in a very wide range of different organisations and industries.

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This course is aimed at Computing graduates who wish to specialise further in Computer Science improving their knowledge, understanding, skills and capabilities. Read more

This course is aimed at Computing graduates who wish to specialise further in Computer Science improving their knowledge, understanding, skills and capabilities. Our postgraduate courses are concerned with vocational education, and it is anticipated that the majority of MSc graduates will either enter employment (or continue) as IT/Computing professionals, or progress to doctoral work with a probable view to pursuing academic or research careers.

You will study four specialist, advanced units including High Performance Computing and Big Data, Advanced Computer Networks and Operating Systems. A wide-range of optional units allow you to tailor your course to specialise in areas of your choice.

A third of your MSc will consist of a solo project with individual supervision. This is supported by a series of seminars/workshops, but the emphasis is on student-centred learning and recognises expectations about student autonomy, typical of postgraduate level and also is part of the strategy to enhance your employability through the development of confidence, self-awareness and self-sufficiency. Your Masters project will involve practical system creation or experimentation work in an area of computing and where appropriate, the implementation or experimentation may be work-based.

We are a member of the Oracle Academy and highly rated in terms of research. Our supervision and facilities are also excellent.

Students successfully completing this degree title will:

  • Understand concepts and be able to apply appropriate techniques across a broad range of specialist computing subjects
  • Be able to carry out a research-informed, practical project involving system construction or experimentation work.

Features and benefits of the course

-The School has an extensive range of equipment in our own specialist laboratories which is supported by a dedicated team of technical staff.

-Research in the School was rated 'internationally excellent' with some rated 'world-leading' in the 2014 Research Excellence Framework (REF).

-Our online virtual learning platform Moodle, provides access to lectures, course materials and assessment information.

-The School of Computing, Mathematics and Digital Technology is a member of the Oracle Academy.

-We are an academic partner of the Institute of Information Security Professionals (IISP). This partner status recognises our expertise in the field of information and cyber security.

-We are also an Academy of the Computer Technology Industry Association (CompTIA) and deliver their partner programme which provides a pathway for students towards a rewarding, high-growth IT career.

Placement options

Some students undertake practical work for their projects while working in organisations which have offered placement opportunities.

About the Course

Wide-ranging course units combine with a flexible approach which allows students to undertake practical project work while attending work placements. With one-third of the course project-based, it may be possible to undertake yours in collaboration with an external organisation or within the School.



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The MSc Computing and Information Systems is designed for those wishing to pursue a career in industry related to developing complex information systems, processing of enterprise data and controlling business processes to guarantee usability, security, manageability and quality of information services according to the modern standards of the cyber age. Read more
The MSc Computing and Information Systems is designed for those wishing to pursue a career in industry related to developing complex information systems, processing of enterprise data and controlling business processes to guarantee usability, security, manageability and quality of information services according to the modern standards of the cyber age. The focus of the course is on the three recent movements within IT industry: Cloud Computing, Big Data and Internet of Things. The focus of the course is on the three recent movements within IT industry: cloud computing, big data and the internet of things.

More about this course

The course will be based on development tools and software technologies for data, system and service development, Cloud Computing, Big Data, Internet of Things and Information Security. It will also make use of new technologies for integration of embedded devices such as Arduino and Raspberry. Students will be able to choose options from Mobile application development, cybercrime and security, data and visualisation or work related learning before embarking on the project.

The course provides preparation and training which encourages students seeking positions within the financial, retail and entertainment sectors. It incorporates materials for professional training, which prepare you for professional certification in Oracle SQL, Java Enterprise and Hortonworks Data Platform.

The extensive collaboration between the School of Computing and industries in London resulted in numerous Knowledge Transfer Partnerships and Consultancy Projects. These won a number of national awards and made London Met graduates renowned for their high starting salaries. Due to the high demand for specialists in this area, students on the course can rely on help in finding jobs both in the numerous high-tech startups as well as big financial organisations in the City of London.

A range of assessment methods is employed throughout the course:
-Case study reports and presentations
-Computer laboratory workshops
-Individual and group coursework
-Unseen examinations
-In class tests
-Individual vivas

The method of assessment for each module is clearly described in the individual module guide which is made available to the students at the start of the semester. Every module has dedicated website providing students with comprehensive learning/teaching material including workshop exercises. Module leaders use this site regularly to communicate with their students including guidelines on how prepare for assessment, supporting materials, and general feedback.

Professional accreditation

This course is not currently accredited, however, students who wish to pursue professional certification will be assisted to sit the certification exams in Databases, Java Enterprise and Apache Hadoop by Oracle and Hortonworks.

Modular structure

The course has a September start with three semesters spread over one academic year. Each semester is 60 credits with the final semester dedicated to your dissertation.

Indicative core modules:
-Information Systems Development (20 credits)
-Enterprise Software Components and Systems Development (20 credits)
-Information Security (20 credits)
-Datawarehousing and Big Data (20 credits)
-Cloud Computing and Internet of Things (20 credits)
-MSc Project (60 credits)

Indicative optional modules, choose one from:
-Mobile Applications Design and Development (20 credits)
-Cyber Crime and Security (20 credits)
-Data Analysis and Visualisation (20 credits)

Detailed information about the structure and content of the course is provided in the course handbook which will be made available to the students at the start of the course.

After the course

The employment market has an abundance of posts that require skills in the three key areas of this course - Ccloud computing, big data and internet of things. There are many exciting employment opportunities available, including:
-Enterprise Component Developer and System Integrator
-Data Warehouse and Big Data Manager
-Embedded and Mobile Devices Programmer
-Network Security and Cyber Security Consultant

Additionally, the course provides skills for seeking more traditional, but high demand industry roles:
-Software Engineer
-Internet Programmer
-System Programmer
-Database Administrator
-System Administrator

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On this GCHQ provisionally accredited programme you will learn the essential skills to support cyber security within commercial and government organisations. Read more
On this GCHQ provisionally accredited programme you will learn the essential skills to support cyber security within commercial and government organisations. This includes the technical side of encryption, authentication, biometrics, network security, etc as well as information security management and cyber security risk.

This MSc is aimed at computing graduates with strong programming skills seeking careers as cyber security professionals or careers that need a systematic and deep understanding of the subject. It would also be an excellent starting point for those wishing to carry out further research in cyber security.

Visit the website https://www.kent.ac.uk/courses/postgraduate/1225/cyber-security

About the School of Computing

Our world-leading researchers, in key areas such as systems security, programming languages, communications, computational intelligence and memory management, and in interdisciplinary work with biosciences and psychology, earned us an outstanding result in the most recent national research assessment.

The School hosts the University's GCHQ/EPSRC accredited Academic Centre of Excellence in Cyber Security Research, one of only 13 in the country.

In addition, two of our staff have been honoured as Distinguished Scientists by the ACM and we have also held Royal Society Industrial Fellowships.

As an internationally recognised Centre of Excellence for programming education, the School of Computing is a leader in computer science teaching. Two of our staff have received the ACM SIGCSE Award for Outstanding Contribution to Computer Science Education. We are also home to two National Teaching Fellows, to authors of widely used textbooks and to award-winning teaching systems such as BlueJ.

Modules

The following modules are indicative of those offered on this programme. This list is based on the current curriculum and may change year to year in response to new curriculum developments and innovation. Most programmes will require you to study a combination of compulsory and optional modules. You may also have the option to take modules from other programmes so that you may customise your programme and explore other subject areas that interest you.

Assessment

Assessment is through a combination of unseen written examinations, written and practical coursework, student presentations, individual and group projects.

The substantial research or development project undertaken for other programmes is assessed by dissertation.

Programme aims

This programme aims to:

- enhance the career prospects of graduates seeking employment in the computing/IT sector

- prepare you for research and/or professional practice at the forefront of the discipline

- develop an integrated and critically aware understanding of one or more areas of computing/IT and their applications (according to your degree title)

- develop a variety of advanced intellectual and transferable skills

- equip you with the lifelong learning skills necessary to keep abreast of future developments in the field.

Study support

We provide an extensive support framework for our research students and encourage involvement in the international research community.

We have strong links with industry including Cisco, IBM, Microsoft and Oracle.

Postgraduate resources

The School of Computing has a large range of equipment providing both UNIX (TM) and PCbased systems and a cluster facility consisting of 30 Linux-based PCs for parallel computation. New resources include a multi-core enterprise server with 128 hardware threads and a virtual machine server that supports computer security experiments.

All students benefit from a well-stocked library, giving access to e-books and online journals as well as books, and a high bandwidth internet gateway. The School and its research groups hold a series of regular seminars presented by staff as well as by visiting speakers and our students are welcome to attend.

The School of Computing has a makerspace on the Canterbury campus, which offers exciting new teaching and collaboration opportunities. Among other equipment, it contains milling machines, a 3D printer, laser cutter and extensive space for building and making digital artefacts. The School also owns speciallist equipment for Internet of Things and media steganography.

Our taught postgraduate students enjoy a high level of access to academic staff and have their own dedicated laboratory and study room. Students whose course includes an industrial placement are supported by a dedicated team which helps them gain a suitable position and provides support throughout the placement.

Links with industry

Strong links with industry underpin all our work, notably with Cisco, Microsoft, Oracle, IBM, Agilent Technologies, Erlang Solutions, Hewlett Packard Laboratories, Ericsson, Nvidia and Nexor.

Global Skills Award

All students registered for a taught Master's programme are eligible to apply for a place on our Global Skills Award Programme (http://www.kent.ac.uk/graduateschool/skills/programmes/gsa.html). The programme is designed to broaden your understanding of global issues and current affairs as well as to develop personal skills which will enhance your employability.

Careers

Our graduates go on to work for leading companies including Cisco, GlaxoSmithKline, IBM, Intel, Lilly, Microsoft, Morgan Stanley, Thomson Reuters and T-Mobile. Many have gone on to develop their careers as project leaders and managers.

Find out how to apply here - https://www.kent.ac.uk/courses/postgraduate/apply/

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This postgraduate Masters course is uniquely designed for both computing and non-computing graduates wishing to pursue a career in data science community. Read more
This postgraduate Masters course is uniquely designed for both computing and non-computing graduates wishing to pursue a career in data science community.

Data science is at the intersection of the fields of computer science, statistics, and design. In a rapidly evolving world, new types of big data are emerging from mobile devices, sensors, instruments, transactional systems, web logs, social media, the cloud and other sources. Businesses are accumulating big data at a rate that often exceeds their capacity to extract value from it.

MSc Data Science is ideally placed to provide you with technical knowledge and employer-focused skills required in a data scientist role. The course will develop your specialist knowledge of data acquisition, data cleansing, data analysis, information extraction, prediction, visualization, story-telling and explanation.

You'll gain hands-on experience using industry standard tools for data science, business intelligence and analytics including SAS, Tableau MS SQL Server, Oracle Database, and R Programming.

Modules

Research methods and professional issues
Future internet technologies
Statistical analysis and modelling
Business intelligence
Data management
Machine learning
Data mining and analysis
MSc thesis

All modules are assessed by a mix of coursework and examinations.

Teaching and learning

You'll make use of our e-learning suite and learn in a combination of lectures, seminars, workshops and private study. You'll have access to specialist software including Microsoft SQL Server 2012, Netbeans 7.x with Java 7, Oracle, Python, SAS and Visual Paradigm.

Placements

You are encouraged to actively seek placements, work experience and voluntary work during your studies to improve your CV and to give you the opportunity to put theory into practice. Many opportunities are offered through the University's central Employability team, who can support you in finding a placement.

Accreditation

In order to ensure the course runs in accordance with industry recognised standards we are seeking accreditation for both Chartered Engineer (CEng) status as well as Chartered IT Professional (CITP) accreditation by the British Computer Society, the Chartered Institute for Information Technology.

We are also seeking Chartered Engineer (CEng) status with both the Institute of Engineering and Technology and the Engineering Council.

Employability

Career opportunities range from IT services to business consultancy, and this course will prepare you for a career in the business intelligence community working actively with a range of resources including tools from major commercial vendors such as Microsoft and SAS.

As a graduate of this course you should to be able to work within the areas of business intelligence or business and data analytics, in roles such as a business intelligence specialist, data or business analyst or business intelligence developer.

LSBU Employability Services

LSBU is committed to supporting you develop your employability and succeed in getting a job after you have graduated. Your qualification will certainly help, but in a competitive market you also need to work on your employability, and on your career search. Our Employability Service will support you in developing your skills, finding a job, interview techniques, work experience or an internship, and will help you assess what you need to do to get the job you want at the end of your course. LSBU offers a comprehensive Employability Service, with a range of initiatives to complement your studies, including:

• Direct engagement from employers who come in to interview and talk to students
• Job Shop and on-campus recruitment agencies to help your job search
• Mentoring and work shadowing schemes.

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The programme intends to develop your competence in using tools and techniques for producing computer systems solutions from a sound mathematical and scientific base while appreciating the professional responsibilities and quality needed by industry. Read more
The programme intends to develop your competence in using tools and techniques for producing computer systems solutions from a sound mathematical and scientific base while appreciating the professional responsibilities and quality needed by industry.

What's covered in the course?

The course is designed to cover the advanced concepts of computer science in the first semester, including service-oriented architecture, advanced HCI techniques and advanced mobile computing.

In your second semester, you will consolidate your first semester learning by studying further advanced subjects that emphasise Semantic Web technologies, advanced data science, and Research and Project Management. In addition, you will complete an individual project that provides opportunity to demonstrate technical and general employability skills in preparation for career progression. More specifically, the individual project simulates typical graduate workplace tasks that require in-depth knowledge and skills in a specific area of computer science. This will include consideration of wider issues and the ability to manage activities and resources, as well as generate, implement and report on solutions to meet task objectives.

Throughout your studies, you’ll be supported by our expert teaching staff, all of whom have a wide range of research and industrial experience in areas such as intelligent systems, mobile computing, Semantic Web, machine learning and software engineering, which they use to enhance the curriculum.

Why choose us?

-You’ll have access to dedicated industry-standard facilities in our own fully equipped laboratory. Based within our £114 million Millennium Point building, you’ll be able to undertake work such as artificial intelligence, human computer interaction, mobile and web application development, and data science.
-We are home to a Cisco Systems and a Microsoft Academy Centre – one of Microsoft’s top UK university-based academies – and we are a member of the Microsoft Developer Network Academic Alliance. We are also a Cisco ASC (Academy Support Centre) and Cisco Instructor Training Centre (ITC) – one of only 10 such instructor training centres in the UK.
-The course is supported through the activities of the Innovations in Computing Education research group, designed to keep teaching and assessment updated to match international trends.
-We have strong links with companies such as Oracle, LPI, Microsoft, AWS and Apple, which ensure that the course is relevant and respected by employers.

Course in depth

Knowledge and understanding are acquired though a mixture of formal lectures, tutor-led seminars and practical activities, with other independent learning activities at all stages.

Emphasis is placed on guided, self-directed and student-centred learning with increasing independence of approach, thought and process.

The course provides access to effective commercial development environments and ensures students have practical awareness of computer systems requirements. You are required to meet strict deadlines, and to manage and plan overall workload.

Knowledge is assessed formatively and summatively, by a number of methods, including seminars, course-work, viva, presentation, and project work.

Assessment criteria are published both at a generic course level and to provide guidance for individual items of assessment.

You will undertake a major project involving research and application of that research in the solution of appropriate systems problems.

Semester One
-Service-Oriented Architecture (SOA) 20 credits
-Advanced Mobile Computing 20 credits
-Advanced HCI 20 credits

Semester Two
-Research Methods and Project Management 20 credits
-Advanced Data Science 20 credits
-Semantic Web and Knowledge Engineering 20 credits

Semester Three
-Master’s Project 60 credits

Enhancing your employability skills

We know that employers are looking for graduates who have a good balance between in-depth academic knowledge and technical and practical expertise, which is why our course is geared towards employability.

What you learn on our course will help you to stand out when you look for your first professional role.Because you’ll know how to use sophisticated, industry-standard software, you will be able to demonstrate that you can put into practice your deep theoretical knowledge.

We will also prepare you for a career by equipping you with a range of transferable skills, such as complex problem-solving expertise, the ability to analyse in a careful and considered manner, and working as a team member.

In addition, our specialist industry links with the Linux Professional Institute, the Oracle Academy, Cisco, and Microsoft, plus our world-class facilities, will mark you out as a highly employable graduate.

This is why our graduates have gone on to pursue computing and software development and designer careers in a wide range of industries, from SME software companies, to industry, government, banking and healthcare. Furthermore, many graduates continue their studies to Doctorate level.

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The innovative Business Information Systems course provides you with sound, theoretically informed and relevant knowledge of modern information and communications technologies and its use in key business and organisational settings. Read more
The innovative Business Information Systems course provides you with sound, theoretically informed and relevant knowledge of modern information and communications technologies and its use in key business and organisational settings. This course is open to those who have not studied management or technology based qualifications previously.

The course has been designed to:
- Respond to the increasing need for greater understanding of the role advanced information and communication technologies plays in the workplace and at home.

- Address the need for managers to understand and appreciate the strategic value of technologies and processes as a source of competitive advantage, both nationally and internationally.

- Enhance learning, employability and reflexivity in line with international educational standards.

Jointly taught by the School of Management and the Department of Computer Science, you will have the opportunity to study a range of elective units, including those from our world-renowned Information Security Group.

See the website https://www.royalholloway.ac.uk/management/coursefinder/mscbusinessinformationsystems.aspx

Why choose this course?

- This programme is a unique joint hybrid offer of courses run by the School of Management and the Department of Computer Science.

- You will explore up-to-date research into new ways of working, enabled by advanced information and communications technology and its profound impact on organisational life in general.

- Industry connections have informed the content and design of the course. External contacts in both academia and industry enrich the programme of seminars and guest lectures, which are an integral part of the course.

- Directly relevant to current business sectors and technology

- Our students come from an international community and with interdisciplinary qualifications and experience. They graduate as ‘hybrid’ managers, equally familiar with business and with technology aspects of modern organisations.

- Technological and business components are integrated to provide a sound, cross-discipline course.

- Teaching incorporates a mix of theory and practice in lectures and in practical, interactive sessions to provide you with the best grounding for post-study employment.

Department research and industry highlights

- There is a high degree of industry involvement in this course. Participant companies include Hewlett Packard, IBM, Enterprise-Rent-A-Car and Arup Communications. These companies take an active interest in the course and form part of the panel that judges end of year student industry project presentations. We also involve other companies as guest lecturers in our sessions and enable our students to get to use latest communication technologies from companies like Tandberg.

- Staff members teaching in this course have undertaken consultancy in the areas of e-government and green IT. They also conduct research in cloud computing, agent technology, artificial intelligence, human computer interaction and others, often involving the course students.

Course content and structure

You will study six core units and and one elective units in Management and one or two in Computer Science over the first two terms. In the third term you will complete a dissertation, giving you the opportunity to analyse a complex problem by combining knowledge of both management and information technologies.

On completion of the course graduates will have:

- the ability to evaluate critically current research and research methodologies within the fields of Management and Business Information Systems and Technologies

- the ability to apply critical methodologies in analysing Management and Business Information Systems and formulating effective solutions to relevant problems concerning IT systems planning and management

- the ability to make well-informed decisions when dealing with both tactical and and strategic issues of IT investment

- appropriate professional levels of attainment in information technology; production and analysis of quantitative data; oral and written communication of complex business information to both professional and non-specialist audiences; independent and team-working skills.

Assessment

Assessment is carried out by a variety of methods including coursework, examinations and a dissertation.

Employability & career opportunities

Our graduates are highly employable and, in recent years, have entered many different business information systems-related areas, including:
- Business Analyst at Ford Motor Company

- Information Security Consultant at Barclays

- SAP HR Functional Consultant at Satyam Computer Services

- Business Analyst at Oracle

- Technology Consultant at Hewlett Packard

- Microsoft Dynamics CRM Applications Analyst at Whitbread

How to apply

Applications for entry to all our full-time postgraduate degrees can be made online https://www.royalholloway.ac.uk/studyhere/postgraduate/applying/howtoapply.aspx .

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The programme is designed to provide in-depth knowledge and skills within the field of computing. The course is aimed at students who already have a first degree in computing, have some existing software engineering skills, and wish to deepen their knowledge. Read more
The programme is designed to provide in-depth knowledge and skills within the field of computing. The course is aimed at students who already have a first degree in computing, have some existing software engineering skills, and wish to deepen their knowledge. This programme will have a strong focus on how data can be exploited within an organisation and will emphasise the communication of that data to a target audience.

Graduates would undertake a range of tasks associated with IT in organisations, and develop sophisticated solutions to IT problems.

Course Overview

The main themes of the programme are:
-Web based application development
-Database development, deployment and integration
-Project and team management in the computing sector

This programme will equip students with those skills at a high academic level and also crucially enable them to practically implement their knowledge because of the ‘hands-on’ emphasis of the programme.

Each of these themed areas is itself an area of significant international strategic importance and will enable students to gain important and valuable skills.

The Web based application development theme reviews current trends and technologies. Complex challenges faced by web developers are investigated in detail.

The Database development, deployment and integration theme covers the important areas of Data Warehousing and Data Analysis both of which are cited as important skills that are in great demand by businesses.

The final theme, Project and team management will concentrate on developing the skills of project management and systems analysis, both of which are in great demand by employers.

Modules

Part 1:
-Data Warehousing (20 credits)
-Distributed Web Apps (20 credits)
-Leadership and Management (20 credits)
-Managing Information Systems and Projects (20 credits)
-Research Methods and Data Analysis (20 credits)
-Web Technologies for e-Commerce (20 credits)

Part 2:
-Major Project (60 credits)

Key Features

This MSc provides significant technical content which will inform the management decision making process. In this context major organisations such as Tesco, Sainsbury and Amazon have been making significant investment into data warehousing and data mining technologies.

To effectively use this technology requires a large number of people to apply and manage the technology. The price of the technology has reduced significantly since the inception of data warehousing with Microsoft and Oracle supplying the appropriate add-on tools to their database management system products. These factors allow smaller organisations to gain a competitive advantage by utilising the large pool of transactional data that in some cases has been stored for many years.

In an industrial context, students may be required to manage teams of developers in small to large scale projects. To efficiently manage such projects, they will require a significant technical understanding of the issues arising to be able to appreciate the complexity of the tasks to be undertaken.

Indeed, in an SME this role is often fulfilled by a senior member of the development staff with both development and management duties. As either a developer or manager, the graduate would be expected to demonstrate their initiative and be able to use their research skills to rapidly adapt to the demands of new technology.

Assessment

Student works are assessed through combination of course works, lab based practical exams and written exam. The final mark for some modules may include one or more pieces of course work set and completed during the module. Project work is assessed by a written report and oral presentation. Part 2 of the MSc programme requires the student to research and prepare an individual project/dissertation of a substantial nature.

University students who are unable to successfully complete all aspects of the Part 1 may be eligible for a Postgraduate Diploma (120 credits) or Postgraduate Certificate (60 credits).

Career Opportunities

Students on this programme develop a broad range of technical skills and will study a number of topics related to information systems. The programme covers the three themes of Web based application development, Database development, deployment and integration, and Project and Team management in the computing sector.

A significant emphasis is placed on database management and the implementation of applications for manipulating information including both database systems and web applications. Additionally, graduates would be able to lead teams and manage projects.

It is expected that graduates would seek positions such as:
-Project manager (within the Computing field)
-Data analyst
-Database administrator
-Application developer
-Web developer

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