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Masters Degrees (Advanced Databases)

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This course is your opportunity to specialise in the development of web-based software systems that use databases. Read more
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.

Key benefits:

• The course gives you hands-on experience in design and implementation of databases in both Oracle and Microsoft SQL Server DBMS and prepares you to obtain DBA certification
• You learn how to design and implement a web application using ASP.NET, Microsoft SQL Server, and PHP with My SQL
• You learn the data mining techniques to mine data in different application domains using most popular data mining tools.

Visit the website: http://www.salford.ac.uk/pgt-courses/databases-and-web-based-systems

Suitable for

This course is for students who want to become trained professionals:

• In designing and implementing database systems in Oracle Micro Soft SQL Server DBMS and who want to be prepared to obtain DBA certification
• In designing and implementing a web application using ASP.NET, Microsoft SQL Server, and PHP with My SQL
• With hands-on experience in data mining techniques to mine data in different application domains using the most popular data mining tools.

Programme 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.

Format

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.

Module titles

• Advanced Databases
• Web-Based Software Development
• Semantic Web and Information Extraction
• Business Intelligence
• MSc Project

Assessment

• Coursework 60%
• Examinations 40%

Career potential

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.

How to apply: http://www.salford.ac.uk/study/postgraduate/applying

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Have you ever wanted to ‘Mung’ data? Apply Machine Learning techniques? Search for hidden patterns? Be part of Big Data?. This course is your opportunity to specialize as a Data Scientist, one of the most in demand roles across all sectors including health, retail, and energy. Read more
Have you ever wanted to ‘Mung’ data? Apply Machine Learning techniques? Search for hidden patterns? Be part of Big Data?

This course is your opportunity to specialize as a Data Scientist, one of the most in demand roles across all sectors including health, retail, and energy. Companies such as Google and Microsoft, and also public organisations such as the NHS are struggling to fill their vacancies in this field due to a lack of suitably qualified people. This course is unique in the UK in that it has been developed as a MSc conversion course – if you have a good honours degree in any discipline with a demonstrable mathematical aptitude, an enquiring mind, a practical and analytical approach to problem solving, and an ambition for a career in data science; then this course is for you.

Key benefits

• We welcome applications from students who may not have formal/traditional entry criteria but who have relevant experience or the ability to pursue the course successfully.

• The Accreditation of Prior Learning (APL) process could help you to make your work and life experience count. The APL process can be used for entry onto courses or to give you exemptions from parts of your course.

• Two forms of APL may be used for entry: the Accreditation of Prior Certificated Learning (APCL) or the Accreditation of Prior Experiential Learning (APEL).

Visit the website: http://www.salford.ac.uk/pgt-courses/msc-data-science

Course detail

During your time with us, you will develop an awareness of the latest developments in the fields of Data Science and Big Data including advanced databases, data mining and big data tools such as Hadoop. You will also gain substantial knowledge and skills with the SAS business intelligence software suite due to the partnership of the University with the SAS Student Academy.

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 could lead to ideas that you can develop for your MSc Project.

Suitable For

Students who want to become trained professionals in:

• Data Science and Analysis Consultancy
• Implementing and designing Big Data platforms ie Data Warehouses, Hadoop, NoSQL databases
• Modelling and Visualisation of data

Format

The course is focused around the underpinning knowledge and practical skills needed for employment within the data sciences industry. There will be 22 hours of lectures; 11 hours of tutorials and 22 hours workshops; 2 hours of examination-based assessment; and 245 hours of independent study, assessed coursework and preparation for examination. This makes a total of 300 hours total learning experience.

• Lectures will be used to introduce ideas, and to stimulate group discussions.
• Tutorials will be used to develop problem solving strategies and to provide practice and feedback with scenarios to help with exam preparation.
• Workshops will be used to develop expertise in SAS tools, by analysing example datasets of increasing complexity.

Modules

• Principles of Data Science
• Advanced Databases
• Applied Statistics and Data Mining
• Big Data Tools and Techniques

Assessment

• 50% of the assessment will comprise a practical project where students will be given some data, will devise and carry out an analysis strategy and will present their interpretations and explain their strategy.
• 50% will comprise an examination, which will assess more theoretical aspects of the course and will explore students’ immediate response to unseen scenarios or data.

Career Prospects

A recent report by e-Skills and SAS (Big Data Analytics: An assessment of the demand for labour and skills, 2012-1017) indicates the demand forecast for staff with big data skills is predicted to ”rise by 92% between 2012 and 2017, and by 2017 there will be at least 28,000 job openings for big data staff in the UK each year…”

With this qualification, you’ll be equipped with the skill set and technical knowledge relevant for the data science and big data job market.

How to apply: http://www.salford.ac.uk/study/postgraduate/applying

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Take advantage of one of our 100 Master’s Scholarships or College of Science Postgraduate Scholarships to study Advanced Computer Science at Swansea University, the Times Good University Guide’s Welsh University of the Year 2017. Read more
Take advantage of one of our 100 Master’s Scholarships or College of Science Postgraduate Scholarships to study Advanced Computer Science at Swansea University, the Times Good University Guide’s Welsh University of the Year 2017. Postgraduate loans are also available to English and Welsh domiciled students. For more information on fees and funding please visit our website.

On the MSc in Advanced Computer Science course you will be thoroughly prepared for a career in IT or related industries. The Advanced Computer Science course is for you if you are a Computer Science graduate or if you have gained experience of computing and programming in a different first degree. Willingness to work hard and an ability to problem solve are equally important for this MSc in Advanced Computer Science. The MSc in Advanced Computer Science course will develop the skills and knowledge you have gained from your first degree by broadening and deepening your knowledge of Computer Science through a variety of advanced modules and material. The MSc in Advanced Computer Science is accredited by the British Computer Society.

Key Features of Advanced Computer Science MSc

• We are top in the UK for career prospects*
• We are 3rd in the UK for teaching quality**
• 5th in the UK overall*
• 7th in the UK for student satisfaction with 98% [National Student Survey 2016]
• 7th in the UK overall and Top in Wales*
• High employability prospects - we are 8th in the UK for graduate prospects*
• 92% in graduate employment or further study six months after leaving University [HESA data 2014/15]
• UK TOP 20 for Research Excellence [Research Excellence Framework 2014]
• Our Project Fair allows students to present their work to local industry
• Strong links with industry
• £31m Computational Foundry for computer and mathematical sciences will provide the most up-to-date and high quality teaching facilities featuring world-leading experimental set-ups, devices and prototypes to accelerate innovation and ensure students will be ready for exciting and successful careers. (From September 2018)

*Guardian University Guide 2017
**Times & Sunday Times University Guide 2016

Modules of Advanced Computer Science MSc

Modules for the MSc in Advanced Computer Science include Computer Science Project Research Methods but please visit our course page for more information.

Facilities

The Department of Computer Science is well equipped for teaching, and is continually upgrading its laboratories to ensure equipment is up-to-date – equipment is never more than three years old, and rarely more than two. Currently, our Computer Science students use three fully networked laboratories: one, running Windows; another running Linux; and a project laboratory, containing specialised equipment. These laboratories support a wide range of software, including the programming languages Java, C# and the .net framework, C, C++, Haskell and Prolog among many; integrated programme development environments such as Visual Studio and Netbeans; the widely-used Microsoft Office package; web access tools; and many special purpose software tools including graphical rendering and image manipulation tools; expert system production tools; concurrent system modelling tools; World Wide Web authoring tools; and databases.

As part of the expansion of the Department of Computer Science, we are building the Computational Foundry on our Bay Campus for computer science and mathematical science.

Careers

All Computer Science courses will provide you the transferable skills and knowledge to help you take advantage of the excellent employment and career development prospects in an ever growing and changing computing and ICT industry.

94% of our Postgraduate Taught Graduates of Computer Science were in professional level work or study [DLHE 14/15]

Student Profile

Francesca Madeddu, originally from Italy, completed an outstanding Master’s thesis (which earned her a distinction) investigating interaction with augmented reality on mobile devices. More specifically, she investigated how to interact with virtual Egyptian artefacts placed in real scenes. The final game was deployed at Swansea's Egypt Centre last year and was evaluated by volunteers working at the museum. A Master’s thesis does not often lead to a publication. However, part of Francesca's research was written up as an extended abstract and presented at Computer Graphics and Visual Computing (CGVC), a Eurographics UK conference for visual computing last year. An exceptional achievement!

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Take advantage of one of our 100 Master’s Scholarships or College of Science Postgraduate Scholarships to study Advanced Software Technology at Swansea University, the Times Good University Guide’s Welsh University of the Year 2017. Read more
Take advantage of one of our 100 Master’s Scholarships or College of Science Postgraduate Scholarships to study Advanced Software Technology at Swansea University, the Times Good University Guide’s Welsh University of the Year 2017. Postgraduate loans are also available to English and Welsh domiciled students. For more information on fees and funding please visit our website.

Computing is about data, algorithms, programs and computers. It is a young academic discipline and is rich in applications, since computing systems are everywhere: in science and engineering, medicine, design and manufacture, commerce and public service, defence, transportation, arts and the media, and the home.

The MSc Advanced Software Technology is suitable you if you are a Computer Science graduate or have gained some experience of computing and basic programming in your first degree. This programme in Advanced Software Technology will also be of interest to you If you have substantial relevant experience gained from working in a computer related environment for some time and are looking to update or broaden your knowledge.

Key Features of Advanced Software Technology MSc

• We are top in the UK for career prospects*
• We are 3rd in the UK for teaching quality**
• 5th in the UK overall*
• 7th in the UK for student satisfaction with 98% [National Student Survey 2016]
• 7th in the UK overall and Top in Wales*
• High employability prospects - we are 8th in the UK for graduate prospects*
• 92% in graduate employment or further study six months after leaving University [HESA data 2014/15]
• UK TOP 20 for Research Excellence [Research Excellence Framework 2014]
• Our Project Fair allows students to present their work to local industry
• Strong links with industry
• £31m Computational Foundry for computer and mathematical sciences will provide the most up-to-date and high quality teaching facilities featuring world-leading experimental set-ups, devices and prototypes to accelerate innovation and ensure students will be ready for exciting and successful careers. (From September 2018)

*Guardian University Guide 2017
**Times & Sunday Times University Guide 2016

Modules of Advanced Software Technology MSc

Modules for the MSc in Advanced Software Technology include Computer Science Project Research Methods but please visit our course page for more information.

Facilities

The Department of Computer Science is well equipped for teaching, and is continually upgrading its laboratories to ensure equipment is up-to-date – equipment is never more than three years old, and rarely more than two. Currently, our Computer Science students use three fully networked laboratories: one, running Windows; another running Linux; and a project laboratory, containing specialised equipment. These laboratories support a wide range of software, including the programming languages Java, C# and the .net framework, C, C++, Haskell and Prolog among many; integrated programme development environments such as Visual Studio and Netbeans; the widely-used Microsoft Office package; web access tools; and many special purpose software tools including graphical rendering and image manipulation tools; expert system production tools; concurrent system modelling tools; World Wide Web authoring tools; and databases.

As part of the expansion of the Department of Computer Science, we are building the Computational Foundry on our Bay Campus for computer science and mathematical science.

Careers

All Computer Science courses will provide you the transferable skills and knowledge to help you take advantage of the excellent employment and career development prospects in an ever growing and changing computing and ICT industry.

94% of our Postgraduate Taught Graduates of Computer Science were in professional level work or study [DLHE 14/15]

Student profiles

“One of the main reasons I chose Swansea was because of the excellent reputation of the Computer Science Department which is ranked among the top 25 in the UK. The Lecturers in the Department are excellent, and are equally very accessible to students. Many are actively involved in world class research. Their knowledge is shared with us in lectures. I love Swansea. I have recently completed the MSc and intend to gain further experience in the software industry before pursuing a PhD at Swansea University. “

Manikanta Gudur - MSc in Advanced Computer Science Graduate

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Developed to meet the expectations required by today’s employers, MSc Computer Science will develop your computing experience to a highly advanced level. Read more
Developed to meet the expectations required by today’s employers, MSc Computer Science will develop your computing experience to a highly advanced level.

You will develop an in-depth understanding of the topics that are defining the industry today and will gain advanced technical skills in areas such as application design, computer network security, system development and big data and cloud computing.

You will be taught in facilities that boast industry-standard software to further enhance your learning experience and skills.

In the second year, for one semester, you’ll undertake an internship, study in another country or join a research group. This valuable experience will enhance your employability and further develop your theoretical and practical skills.

This course fully meets the requirements for you register as a Chartered IT Professional and partially meets the requirement to become a Chartered Engineer.

Learn From The Best

You will be taught by a range of academic staff who bring a wealth of professional experience. They are experts in specialist areas such as Strategic Management, Computer Science and Web Based Information Retrieval.

In a dynamic learning environment with an expert team of staff, you will be taught theoretical and practical research skills such as information literacy, as well as problem solving skills, self-directed learning and communication skills.

You’ll be taught by tutors who have many years’ experience in the computing. Their experience, combined with their on-going active research, will provide an excellent foundation for your learning.

Northumbria has excellent links to industry including companies, such as Accenture, Hewlett Packard and Sage.

Teaching And Assessment

This course encompasses two semesters of taught subjects that cover topics such as computational intelligence, object-oriented design, artificial intelligence, wireless computer network technology, network security and system development .

On completion of these semesters you will undertake a substantial piece of research and software development related to these modules or an area that particularly interests you.

Each module of this course is individually assessed and assignments can take the form of research reports, system analysis documentation, programming exercises, group and project work, exams and presentations.

You will also learn additional key skills such as research and project management, which are highly beneficial for your dissertation and future career.

The Advanced Practice semester will be assessed via a report and presentation about your internship, study abroad or research group activities.

Learning Environment

Throughout the duration of your course you will have access to our state-of-the-art facilities including our dedicated computing suite, Pandon Basement.

Pandon Basement houses specialist facilities and studios with industry-standard software.

You will also have access to dedicated computing areas, which can be used during free periods and into the evenings and weekends.

When you want to get hands-on with technology our range of specialist facilities will support you.

Research-Rich Learning

Throughout the duration of your course you will be immersed in a research-rich environment, with new and exciting insights into the discipline from our rapidly expanding computer science research groups.

With access to diverse research work carried out by our expert academic staff, we seek to promote innovative and excellent learning and teaching practice, which will improve your student experience here at Northumbria University.

You will develop an understanding of important research methods and approaches that could be directly relatable to the demands of your future career.

Give Your Career An Edge

The MSc Computer Science degree will take your already establish skills to an advanced level, opening up additional job prospects and opportunities.

To further enhance your career edge we will support you in your own professional development through the integration of employability skills and use of regular feedback throughout all stages of your studies.

We will work with you to develop your communication, time and resource management skills. You will leave equipped with the ability to critique your own work and learning experience, as well as being able to demonstrate initiative and self-reliance.

The Advanced Practice semester will help you develop a track record of achievement that will help you stand out from other job applicants.

A two-year master’s course, like this one, will carry particular weight with employers. They’ll understand that you’ll have a deeper understanding of topics as well as more hands-on practical experience.

This course fully meets the requirements to become a Chartered IT Professional, an accreditation that is highly valued by employers and beneficial to your own personal development.

Your Future

This course will further enhance your already established skills in computer science, providing you with an advanced qualification that will be highly regarded by employers.

Graduates will be equipped with the latest skills to excel in a variety of careers in the IT industry, such as software engineering, network design and management, artificial intelligence or IT consultancy.

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This programme is designed to give you the specialist knowledge and skills that you will need for a career in investment management or financial analysis and to help you acquire the prestigious Chartered Financial Analyst (CFA) Level II qualification. Read more
This programme is designed to give you the specialist knowledge and skills that you will need for a career in investment management or financial analysis and to help you acquire the prestigious Chartered Financial Analyst (CFA) Level II qualification.

The programme consists of two core elements. The first comprises eight core taught modules, spread over the first and second terms. These modules are designed to cover the material you will need for the core CFA syllabus relating to investments and financial analysis. Additionally, you will take the module, Personal Development for Careers in Finance, which is designed to ensure that your financial expertise is complemented by the soft skills regarded as equally key by employers. The second element of the programme is a specialist CFA dissertation stream which includes intensive CFA training preparing you for the CFA Level II exam in June and a dissertation project focusing on investment management. If you are not CFA Level I qualified when you enter the programme, intensive training in the first term will prepare you for the CFA Level I exam in December. A number of programme activities take place in London.

Modules
• Advanced Financial Markets and Investment Management
• Advanced Financial Reporting and Analysis
• Advanced Investment Risk Management
• Advanced Investment Research Methods
• Financial Modelling and Analysis
• Fund Management
• Programming and Databases for Financial Applications
• Regulation and Compliance

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Are you looking for a Masters-level qualification that will open doors to jobs and promotions in the field of data analytics? This 2-year Masters course combines core modules in information science with specialised modules in Database Modelling as well as Statistics and Business Intelligence. Read more
Are you looking for a Masters-level qualification that will open doors to jobs and promotions in the field of data analytics? This 2-year Masters course combines core modules in information science with specialised modules in Database Modelling as well as Statistics and Business Intelligence.

As part of the focus on data analytics, you will cover topics such as how to design and manipulate databases with relational algebra and SQL. You will also analyse (big) data in order to improve organisational decision-making, using techniques such as regression analysis, clustering, distance measures, probability and distributions.

In the second year, for one semester, you’ll undertake an internship, study in another country or join a research group. This valuable experience will enhance your employability and further develop your theoretical and practical skills.

Internship
This option offers the opportunity to spend three months working full-time in one of the many companies/industries with which we have close links. You may be able to extend this over more than one semester in cases where it is adjacent to a vacation period. We will endeavour to help those who prefer this option to find and secure a suitable position but ultimately we are in the hands of the employers who are free to decide who they take into their organisation.

Research
If you take this option, you will be assigned to our Computer Science and Informatics Research Group. There is every possibility that you may contribute to published research and therefore you may be named as part of the research team, which would be a great start to a research career.

Study Abroad
We have exchange agreements with universities all over the world, including partners in Europe, Asia, the Americas and Oceania. If you take the Study Abroad option, you will spend a semester at one of these partners, continuing your studies in English but in a new cultural and learning environment. Please note that this option may require you to obtain a visa for study in the other country.

All of Northumbria’s information science postgraduate courses are accredited by the Chartered Institute of Library and Information Professionals. This accreditation makes our courses stand out and enhances their credibility and currency among employers, and is also crucial for progressing to Chartership status once qualified.

Learn From The Best

Our teaching staff include cutting-edge researchers whose specialisms overlap with the content of this course, helping ensure that teaching is right up-to-date. Specialisms include big data, data mining, decision-making, digital literacy, information behaviour, information retrieval systems, recommender systems, and the link between information science and cognitive psychology.

Our eminent academics have written books that regularly appear on reading lists for information science courses at universities all over the world. They also work as external examiners and reviewers of courses at other UK and non-UK universities.

Our course is delivered through the Northumbria iSchool, which is one of only six iSchools in the UK. A hallmark of an iSchool is an understanding that expertise in all forms of information is required for progress in science, business, education and culture. This expertise must cover the uses and users of information, the nature of information itself, as well as information technologies and their applications.

Information Science at Northumbria was established over 70 years ago and has developed in close collaboration with the profession. That dynamic working relationship has allowed us to not only reflect professional requirements, but also to be instrumental in understanding and shaping those requirements.

Teaching And Assessment

Our teaching is linked to what you want to learn and also to what you need to learn in order to achieve greater success in information science. Our long established relationship with employers ensures that you receive the most relevant and up-to-date knowledge to bring innovation, relevance, ethical sensitivity and currency to all you do. There is an emphasis on learning by doing; coursework will include projects, portfolios of work, reports and presentations as well as essays. All this helps you to make sense of the subject, getting a clear understanding of important concepts and theories.

The Advanced Practice semester will be assessed via a report and presentation about your internship, study abroad or research group activities.

While some assessments contribute to your final grade, there are other assessments that are provided purely to guide your progress and reinforce your learning. You can expect both your tutors and your peers to provide useful comments and feedback throughout the course.

Module Overview

Year One
KC7013 - Database Modelling (Core, 20 Credits)
KC7020 - Information Organisation and Access (Core, 20 Credits)
KC7021 - Statistics and Business Intelligence (Core, 20 Credits)
KC7022 - Information Systems and Technologies (Core, 20 Credits)
KC7023 - Research Methods and Professional Practice (Core, 20 Credits)
KC7024 - User Behaviour and Interaction Design (Core, 20 Credits)

Year Two
KC7026 - Masters Dissertation (Core, 60 Credits)
KF7005 - Engineering and Environment Advanced Practice (Core, 60 Credits)

Learning Environment

Northumbria uses a range of technologies to enhance your learning, with tools including web-based self-guided exercises, online tests with feedback, videos and tutorials. These tools support and extend the material that is delivered during lectures, and are available anywhere anytime. Group work and peer interaction feature prominently in our learning and teaching, this reflects the practices you’re likely to encounter within the working environment.

You will have 24/7 term-time access to Northumbria’s library, which has over half a million print books as well as half a million electronic books available online. Our library was ranked #2 in the Times Higher Education Student Experience Survey for 2015 and, since 2010, it has been accredited by the UK Government for Customer Service Excellence.

The University has advanced search software and database tools, including NORA Power Search that allows you to use a single search box to get fast results from across a wide and reliable range of academic resources. The use of such software and tools is an important aspect of our information science courses.

Give Your Career An Edge

This course is accredited by the Chartered Institute of Library and Information Professionals. This reflects the relevance of the curriculum, which is informed by contact with employers and close professional links.

The topics and activities in the course have a strong emphasis on employability. For example you will develop skills in how to analyse, monitor and evaluate user behaviour. You will also learn how to evaluate and use a range of appropriate technologies for solving problems and supporting decision-making in organisations. Your knowledge and practical skills will help you take a lead on research-informed approaches that give organisations and professionals a valuable advantage.

The Advanced Practice semester will help you develop a track record of achievement that will help you stand out from other job applicants.

A two-year master’s course, like this one, will carry particular weight with employers. They’ll understand that you’ll have a deeper understanding of topics as well as more hands-on practical experience.

Read less
Are you excited by the impact of technology on our everyday lives and are keen to forge a successful career in the field? From day one, you will be immersed in an exciting, innovative environment where you will develop broad knowledge and skills in the main areas of computing and information technology which will be directly relatable to your future career. Read more
Are you excited by the impact of technology on our everyday lives and are keen to forge a successful career in the field? From day one, you will be immersed in an exciting, innovative environment where you will develop broad knowledge and skills in the main areas of computing and information technology which will be directly relatable to your future career.

You will take core modules covering areas of computing in programming, databases, systems analysis and design, and computer networks and web development. Designed in consultation with partners from industry, you will develop the most up-to-date computing knowledge, desired by employers across the industry.

In the second year, for one semester, you’ll undertake an internship, study in another country or join a research group. This valuable experience will enhance your employability and further develop your theoretical and practical skills.

Internship

This option offers the opportunity to spend three months working full-time in one of the many companies/industries with which we have close links. You may be able to extend this over more than one semester in cases where it is adjacent to a vacation period. We will endeavour to help those who prefer this option to find and secure a suitable position but ultimately we are in the hands of the employers who are free to decide who they take into their organisation.

Research

If you take this option, you will be assigned to our Computer Science and Informatics Research Group. There is every possibility that you may contribute to published research and therefore you may be named as part of the research team, which would be a great start to a research career.

Study Abroad

We have exchange agreements with universities all over the world, including partners in Europe, Asia, the Americas and Oceania. If you take the Study Abroad option you will spend a semester at one of these partners, continuing your studies in English but in a new cultural and learning environment. Please note that this option may require you to obtain a visa for study in the other country.

This course fully meets the educational requirements for BCS Chartered IT Professional registration.

Learn From The Best

You will be taught by a range of academic staff who bring a wealth of professional experience. They are experts in specialist areas such as Strategic Management, Computer Science and Web Based Information Retrieval.

In a dynamic learning environment with an expert team of staff, you will be taught theoretical and practical research skills such as information literacy, as well as problem solving skills, self-directed learning and communication skills.

Teaching And Assessment

On this course, you will have the opportunity to independently research topics to deepen your learning and understanding, while learning the skills to communicate your research and investigations.

Assessment methods will include reports, presentations, individual, group and project work, alongside regular feedback on your summative assessment.

The Advanced Practice semester will be assessed via a report and presentation about your internship, study abroad or research group activities.

Learning Environment

Throughout the duration of your course you will have access to our state-of-the-art facilities including our dedicated computing suite, Pandon Basement.

Pandon Basement houses specialist facilities and studios with industry-standard software.

You will also have access to dedicated computing areas, which can be used during free periods and into the evenings and weekends.

When you want to get hands-on with technology our range of specialist facilities will support you.

You will also have access to the University’s award winning library (online and on campus). The library achieved the second highest score in the UK in the Times Higher Student Satisfaction Survey 2015.

Research-Rich Learning

You will be immersed in a research-rich environment supported by our rapidly expanding Computer Science and Information Science Research Groups.

Northumbria’s BCS-accredited MSc has been designed to ensure you learn the most up-to-date computing knowledge required by employers across the industry. We offer research-informed teaching, industry-standard software and a strong community of like-minded students.”

You will be taught by staff with a strong academic background in areas such as Web Programming who promote innovative and excellent learning and teaching practice.

You will develop an understanding of important research methods and approaches which could be directly applicable to the demands of your future career.

Give Your Career An Edge

Industry practice has strongly influenced the design of the programme to give you the computing knowledge to work within a variety of roles in the sector.

Learning independently, working collaboratively on projects, evaluating and reflecting upon practitioner experience, are all essential skills of the computing profession. Your modules will enable you to do all of this and more as you develop the qualities needed for a career in computing.

The Advanced Practice semester will help you develop a track record of achievement that will help you stand out from other job applicants.

A two-year master’s course, like this one, will carry particular weight with employers. They’ll understand that you’ll have a deeper understanding of topics as well as more hands-on practical experience.

This programme will prepare you to meet the educational requirements for BCS, the Chartered Institute for IT, Chartered IT Professional (CITP) registration.

Your Future

Upon graduating from this course, you will have an in-depth knowledge and critical understanding of the main areas of Computing and Information Technology, including the key areas of systems analysis, systems development, operating systems, networking, databases and the internet .

We place a real emphasis on developing the transferable skills that will open doors to a range of careers. These include communication, analytical and problem solving skills, technical skills and the ability to work independently and as part of a team.

Graduates are expected to work in a number of career opportunities across a wide range of computer areas including software engineering, systems analysis and design, computer networks, database development and management, software testing and project management.

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Are you interested in gaining a Masters qualification that is highly valued by employers and applicable to a range of industries? This two-year course will give you project management skills that are widely transferable. Read more
Are you interested in gaining a Masters qualification that is highly valued by employers and applicable to a range of industries? This two-year course will give you project management skills that are widely transferable.

Strong demand for project managers means the average salary for experienced professionals is £62,000 a year, or equivalent*.

The course covers topics such as how to assess project feasibility, how to manage risks in projects, how to keep people working together, and how to develop a portfolio of projects. The curriculum is aligned with the academic requirements of the Association for Project Management (APM), which is the UK’s largest professional body for project managers.

In the second year, for one semester, you’ll undertake an internship, study in another country or join a research group. This valuable experience will enhance your employability and further develop your theoretical and practical skills.

Internship

This option offers the opportunity to spend three months working full-time in one of the many companies/industries with which we have close links. You may be able to extend this over more than one semester in cases where it is adjacent to a vacation period. We will endeavour to help those who prefer this option to find and secure a suitable position but ultimately we are in the hands of the employers who are free to decide who they take into their organisation.

Research

If you take this option, you will be assigned to our Library and Information Management Research Group. There is every possibility that you may contribute to published research and therefore you may be named as part of the research team, which would be a great start to a research career.

Study Abroad

We have exchange agreements with universities all over the world, including partners in Europe, Asia, the Americas and Oceania. If you take the Study Abroad option you will spend a semester at one of these partners, continuing your studies in English but in a new cultural and learning environment. Please note that this option may require you to obtain a visa for study in the other country.

There’s no need to have completed previous studies in project management and we welcome applicants from a variety of academic backgrounds.

Learn From The Best

You’ll be taught by tutors whose wealth of practitioner and research expertise adds to the richness of the delivery of the course. Their expertise, combined with their on-going active research, will provide an excellent foundation for your learning.

The high quality of Northumbria’s research in Information Sciences is shown by the fact that 90% of our research impact has been judged to have very considerable reach and significance (Research Excellence Framework 2014).

Our reputation for quality is reflected by the range and depth of our collaborations with industry partners. These collaborations and links help inform our curriculums and ensure input from practitioners via guest lectures and master classes.

Teaching And Assessment

Our teaching methods include lectures, small group seminars, workshops, master classes and field visits. As this is a Masters course there is a significant element of independent learning and self-motivated reflection.

You’ll undertake a final Masters level research project that will hone your skills in evaluating and applying research techniques and methodologies. The topic of the project will reflect your own unique interests.

Assessments are designed to give feedback as well as to monitor your level of achievement. The assessed projects will enable you to test your skills in ways that relate to current industrial practice. Specific assessment methods include assignments, written reports, exams, group presentations and debates.

The Advanced Practice semester will be assessed via a report and presentation about your internship, study abroad or research group activities.

Module Overview
Year One
KB7030 - Research Methods (Core, 20 Credits)
KB7031 - Project, Programme and Portfolio Management (Core, 20 Credits)
KB7032 - Project Organisations & Information Management (Core, 20 Credits)
KB7033 - Project change, risk and opportunities management (Core, 20 Credits)
KB7036 - People in Project Management (Core, 20 Credits)
KB7037 - Project Feasibility and Economics (Core, 20 Credits)

Year Two
KB7052 - Research Project (Core, 60 Credits)
KF7005 - Engineering and Environment Advanced Practice (Core, 60 Credits)

Learning Environment

Technology Enhanced Learning (TEL) is embedded throughout the course with tools such as the ‘Blackboard’ eLearning Portal and electronic reading lists that will guide your preparation for seminars and independent research. Our use of lecture capture software will help you revise challenging material. You’ll have access to industry-standard software such as Microsoft Project, Asta Powerproject, IBM SPSS and NVivo.

Our library, which was ranked #2 in the UK in the Times Higher Education Student Experience Survey for 2015, has excellent digital resources with over 100 databases for independent learning as well as half a million electronic books and another 500,000 print books.

To facilitate group projects there are dedicated student working spaces, such as ‘The Hub’, an area that is well equipped for meetings and working with IT. The Zone is another area that’s popular with students undertaking group work or individual study.

Research-Rich Learning

As a Masters student you’ll develop your research skills to a new and higher level. Your research supervisor will support you in your final independent research project, where you choose to produce either a research paper or a dissertation. Your supervisor will provide guidance from its development through to completion.

Northumbria’s strong research ethos is an essential aspect of how you will develop as a critical, reflective and independent thinker. Your project-based learning will benefit from the research activities of the teaching team.

Our specialist interests include information management, process improvement strategies, lean production, project-driven organisations, innovation diffusion, 4D planning and scheduling, and construction project management. Northumbria University is particularly known for working on Building Information Management (BIM).

Give Your Career An Edge

The course meets a particular need for professional training in project management. Many of the modules involve field visits and guest lectures, allowing you to understand the processes being used to manage construction projects and to talk with experienced managers. This will give you extra insights that increase your competitive edge.

The course has the additional benefit of being aligned with the academic requirements of the Association for Project Management (APM). This will make it easier for you to become a full member of the UK’s largest professional body for project managers.

The Advanced Practice semester may help you develop a track record of achievement that will help you stand out from other job applicants.

A two-year Masters course, like this one, may carry particular weight with employers. They’ll understand that you’ll have a deeper understanding of topics as well as more hands-on practical experience.

When it comes to applying for jobs, our Careers and Employment Service offers a range of resources as well as support that’s available online and on a one-to-one basis.

Your Future

This course will open up opportunities in project management roles in construction and many other industries. Past graduates have gone on to work for multinational companies such as BAE Systems, Volvo Car Group, NHS, Siemens, IBM, Hewlett-Packard, Shell and Virgin Money. Job roles have included project managers, programme managers, project portfolio managers, management consultants, business developers, entrepreneurs, quality managers and directors.

If you decide to start up your own business, it’s good to know that the combined turnover of our graduates’ start-up companies is higher than that of any other UK university.

The course could also lead you to a postgraduate research degree such as an MPhil, PhD or Professional Doctorate.

Whatever you decide to do, you will have the transferable skills that employers expect from a Masters graduate from Northumbria University. These include the ability to tackle complex issues through conceptualisation and undertaking research, the ability to contribute to new processes and knowledge, and the ability to formulate balanced judgements when considering incomplete or ambiguous data.

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This industry-focused course is for Computer Science graduates and experienced professional programmers interested in developing high-quality, complex software systems. Read more
This industry-focused course is for Computer Science graduates and experienced professional programmers interested in developing high-quality, complex software systems.

Who is it for?

This industry-focused course is for Computer Science graduates and experienced professional programmers interested in developing high-quality, complex software systems and aiming at a high-quality career in the industry, e.g. software houses, consultancies, and major software users across different sectors.

Students will have a keen interest in designing complex software systems, coding them in a programming language using the latest technologies (SOA, cloud, etc.), and ensuring that they are of high quality and that they actually meet the needs of their stakeholders.

Objectives

You will develop skills in analysing requirements and designing appropriate software solutions; designing and creating complex software systems to solve real-world problems, evaluating and using advanced software engineering environments, design methods and programming languages, and evaluating and responding to recent trends in interoperability and software development.

The course focuses on advanced engineering concepts and methods, as well as design issues for the systematic development of high-quality complex software systems. These are explored using industrial strength technologies, like the C++ and Java programming languages and the UML modelling language.

The course covers significant trends in systems development, including service-oriented architecture, cloud computing, and big data. The course is delivered by acknowledged experts and draws on City's world-class research in Systems and Software Engineering, which has one of the largest groups of academics working in this area in London, covering almost all aspects - from requirements, to designing reliable systems for the nuclear industry.

Placements

Postgraduate students on a Computing and Information Systems course are offered the opportunity to complete up to six months of professional experience as part of their degree.

Our longstanding internship scheme gives students the chance to apply the knowledge and skills gained from their taught modules within a real business environment. An internship also provides students with professional development opportunities that enhance their technical skills and business knowledge.

Internships delivered by City, University of London offer an exceptional opportunity to help students stand out in the competitive IT industry job market. The structure of the course extends the period for dissertation submission to January, allowing students to work full-time for up to six months. Students will be supported by our outstanding Professional Liaison Unit (PLU) should they wish to consider undertaking this route.

Teaching and learning

Software Engineering MSc is available full-time (12 months) as well as part-time (up to 28 months).

Students successfully completing eight taught modules and the dissertation for their individual project will be awarded 180 credits and a Master's level qualification. Alternatively, students who do not complete the dissertation but have successfully completed eight taught modules will be awarded 120 credits and a postgraduate diploma. Successful completion of four taught modules (60 credits) will lead to the award of a postgraduate certificate.

Assessment

Each module is assessed through a combination of coursework and examination.

Modules

You will develop skills in analysing requirements and designing appropriate software solutions; designing and creating complex software systems to solve real-world problems, evaluating and using advanced software engineering environments, design methods and programming languages and evaluating and responding to recent trends in interoperability and software development.

The focus of the course is on advanced engineering concepts and methods, as well as design issues for the systematic development of high-quality complex software systems. These are explored using industrial strength technologies, such as the C++ and Java object-oriented programming languages and the UML modelling language.

The course covers significant trends in systems development, including service-oriented architecture, mobile and pervasive computing, cloud computing, big data, and XML-enabled interoperable services. The course is delivered by acknowledged experts and draws on City's world-class research in Systems and Software Engineering. City has one of the largest groups of academics working in the area in London, working on almost all aspects of the area - from requirements, to designing reliable systems for the nuclear industry.

Core modules - there are five core modules:
-Advanced Database Technologies (15 credits)
-Research Methods and Professional Issues (15 credits)
-Service Oriented Architectures (15 credits)
-Software Systems Design (15 credits)
-Advanced Programming: Concurrency (15 credits)

Elective modules - you will be required to take three elective modules, choosing from the following:
-Advanced Algorithms and Data Structures (15 credits)
-Big Data (15 credits)
-Programming in C++ (15 credits)
-Business Engineering with ERP Solutions (15 credits)
-Mobile and Pervasive Computing (15 credits)
-Data Visualization (15 credits)
-Cloud Computing (15 credits)

Career prospects

The MSc in Software Engineering aims to meet the significant demand for graduates with a good knowledge of computing. This demand arises from consultancies, software houses, major software users such as banks, large manufacturers, retailers, and the public services, defence, aerospace and telecommunications companies.

Typical entrants to the course have a degree in an engineering or scientific discipline, and wish to either move into the software engineering field or to the development of software for their current field. Entrants must have previous exposure to computing, especially to programming (particularly in Java or C#) and relational databases (from either academic or professional experience).

From this base, the course provides solid technical coverage of advanced software development, including such widely used languages as C++, Java, UML and XML for which demand is particularly high. The course is therefore quite demanding; its success in providing advanced academic education along these lines is evident from the fact that recent graduates of the course are currently employed in a wide spectrum of organisations.

Of course, the employment value of a master's degree is not just short term. Although on-the-job training and experience as well as technology specific skills are valuable, they can be rather narrow and difficult to validate, and to transfer. The structure of this course ensures that there is a strong balance between the development of particular skills and a solid education in the enduring principles and concepts that underlie complex software system development.

SAP Certification - in parallel to your degree you will be able to register for a SAP TERP10 Certification course at a substantial discount, thus obtaining an additional, much sought-after qualification

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Having a Masters degree can give you an extra advantage in a competitive IT market, especially if you're looking to secure a promotion or for progression within your career. Read more
Having a Masters degree can give you an extra advantage in a competitive IT market, especially if you're looking to secure a promotion or for progression within your career.

This online MSc Information Technology has been designed to develop your theoretical knowledge and ability to practically apply research within an innovative and constantly evolving sector.

This is an exciting MSc because it asks you to find solutions to existing and emerging issues in the industry. Our expert online tutors will help you learn to tackle work based challenges and use IT practically and intelligently. You’ll explore relatively new topics such as cloud computing as well as fundamental skills in traditional areas such as advanced databases and IT project management. Because of the course’s practical application you can explore areas within your own geographical region, industry and personal interest which can be directly applied to the workplace.

Practical application for global developments

We use our professional links with local, national and multinational companies, to stay in tune with the global developments in the industry and to help us ensure the programme covers the ground that today’s employers would expect.

Studying online gives you the flexibility to study at the most convenient time and place for you. Course modules still operate within a fixed trimester but you can choose to study during the day, in the evenings or at the weekend rather than having to attend fixed lectures.

You can start this course in September, January and May.

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Computer science drives the fundamental technologies of today’s connected world. Read more

Course Summary

Computer science drives the fundamental technologies of today’s connected world. Suited to candidates with significant programming experience, this umbrella programme covers the foundations of a range of specialisms as well as providing the opportunity to deepen your understanding of one or more of these areas through a range of optional modules.

Modules

Semester one: Computer Networks; Computer Vision; Designing Usable and Accessible Technologies; Evolution of Complexity; Foundations of Artificial Intelligence; Foundations of Cyber Security; Foundations of Data Science; Foundations of Web Science; Implementing Cyber Security; Intelligent Agents; Machine Learning; Robotic Systems; Software Engineering and Cyber Security; Software Modelling Tools and Techniques for Critical Systems; Software Project Management and Development; Topics in Computer Science; Web Development

Semester two: Advanced Computer Networks; Advanced Computer Vision; Advanced Databases; Advanced Intelligent Agents; Advanced Machine Learning; Automated Code Generation; Automated Software Verification; Biological Inspired Robotics; Biometrics; Computational Biology; Computational Finance; Cryptography; Data Mining; Data Visualisation; E-Business Strategy; Further Web Science; Game Design and Development; Image Processing; Open Data Innovation; Secure Systems; Semantic Web Technologies; Simulation Modelling for Computer Science; The Science of Online Social Networks

Plus three month independent research project culminating in a dissertation

Visit our website for further information...



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This course offers you the opportunity to study advanced aspects of Computer Science within a research-based environment. The school is home to research centres in "Informatics" and "Autonomous Systems and Robotics". Read more
This course offers you the opportunity to study advanced aspects of Computer Science within a research-based environment. The school is home to research centres in "Informatics" and "Autonomous Systems and Robotics". The course provides dedicated modules that will showcase each of these research areas and provide you with an overview of the research themes within each area, along with detailed knowledge of a selected theme. You will have the opportunity to work alongside highly-rated research staff, use the School's world-leading visualisation laboratories and to develop some advanced programming skills.

Key benefits:

• The school is home to research centres in "Informatics" and "Autonomous Systems and Robotics".
• Taught by highly-rated research staff.
• One-year work-placement opportunities.

Visit the website: http://www.salford.ac.uk/pgt-courses/advanced-computer-science

Suitable for

Graduates or professionals wanting to study advanced aspects of computer science within a highly- rated research-based environment. You should have an interest in data mining, pattern recognition, virtual environments or future media.
Applicants should enjoy computer programming and be keen to develop further programming skills.

Format

A variety of delivery methods are adopted to achieve the intended learning outcomes, including lectures, supervised laboratories, group activities in class, assignments and projects. The modules are designed to incorporate hands-on activities with face-to-face support, and are not intended for purely distance learning.

• Lectures
• Tutorials
• Supervised laboratories
• Group activities
• Presentations
• Critical evaluations of case studies
• Assignments
• Examinations
• Project
• Reflective practice

Semester 1

• Advanced Programming
• Mixed Reality Media and Multi-Modal Interfaces

Semester 2

• Semantic Web and Information Extraction
• Advanced Databases

Semester 2

• Project for MSc

Assessment

• Coursework 60%
• Examinations 40%

Career potential

As a graduate from this course you will be well equipped to work in a range of jobs such as system analyst, systems programmer, system administrator or computer analyst. Previous graduates of Computer Science from University of Salford have found employment with companies such as Microsoft, Hewlett-Packard, 3M, Zen Internet, Siemens, Fast Web Media and Amsterdam Internet Exchange.

How to apply: http://www.salford.ac.uk/study/postgraduate/applying

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This course provides you with the technical knowledge necessary to succeed in a software engineering role and to be able to make decisions regarding the implementation of software projects in a variety of situations. Read more
This course provides you with the technical knowledge necessary to succeed in a software engineering role and to be able to make decisions regarding the implementation of software projects in a variety of situations. You will be able to enhance your software engineering and programming skills to develop a systematic understanding of the principles of the architecture, analysis, design and development of software.

Through access to a lively research culture, you will also enhance your understanding of the fundamentals of programming, data structures and algorithms and their relationship with software engineering and object oriented programming.

Key benefits:

• School has a strong tradition in software engineering and programming
• Taught by highly rated research staff
• One year work placement opportunity

Suitable for

You will ideally be a graduate in either Computer Science or Software Engineering with a strong interest in developing your programming and systems engineering skills. Your interests will be in programming in a variety of languages, systems development, research and trusted operating systems.

Programme details

The course offers you the opportunity to study advanced aspects of the subject within a research-based environment.

Based on existing research groupings in Information Systems Security, Human Computer Interaction and Data Mining, the course provides dedicated modules that will show how each of these areas impacts on the practices of Software Engineering. This will provide you with an overview of the research themes within each area along with detailed knowledge of a selected subject. This enables coverage of methodological and management issues and to look at how these issues are applied in real-life projects. Alongside the research focus, the course also provides you with an opportunity to develop advanced programming skills.

Module titles

• Advanced Programming
• Agile Software Project Management
• Advanced Databases
• Software Architecture and Security
• Project for MSc

Assessment

The modules are assessed through a combination of assignments and examinations.

Career potential

As a graduate from this course you will be well equipped to work in a range of jobs such as system analyst, systems programmer, system administrator or computer analyst.

Our previous graduates of Computer Science have found employment with companies such as Microsoft, Hewlett-Packard, 3M, Zen Internet, Siemens, Fast Web Media and Amsterdam Internet Exchange.

How to apply: http://www.salford.ac.uk/study/postgraduate/applying

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Data science is an emerging new area of science. With City’s MSc in Data Science you can develop the skills and knowledge to analyse data in many forms and communicate insights. Read more
Data science is an emerging new area of science. With City’s MSc in Data Science you can develop the skills and knowledge to analyse data in many forms and communicate insights.

Who is it for?

This programme is for students who have a numerate first degree or can demonstrate numerate skills. Students are often at the early stages of their careers in diverse professions including economics, statistics and computer science.

Students will have a curiosity about data, and will want to learn new techniques to boost their career and be part of exciting current industry developments. The MSc in Data Science includes some complex programming tasks because of the applied nature of the course, so many students have a mathematics or statistics background and enjoy working with algorithms.

Objectives

The demand for data scientists in the UK has grown more than ten-fold in the past five years *. The amount of data in the world is growing exponentially. From analysing tyre performance to detecting problem gamblers, wherever data exists, there are opportunities to apply it.

City’s MSc Data Science programme covers the intersection of computer science and statistics, machine learning and practical applications. We explore areas such as visualisation because we believe that data science is about generating insight into data as well as its communication in practice.

The programme focuses on machine learning as the most exciting technology for data and we have learned from our own graduates that this is of high value when it comes to employment within the field. At City, we have excellent expertise in machine learning and the facilities students need to learn the technical aspects of data analysis. We also have a world-leading centre for data visualisation, where students get exposed to the latest developments on presenting and communicating their results – a highly sought after skill.

Placements

There is the opportunity to do an internship as part of the programme. The final project, which is normally three months for a full-time student, can be extended to six months if you want to study within a specific organisation. When it comes to the big data and data science area, we have established relationships with organisations including the BBC, Microsoft and The British Library so you can be confident that with City, your access to professional experience is unparalleled. One recent student undertook an internship with Google and has since secured a job within the company.

Academic facilities

The School's computer science laboratories are equipped with the latest up-to-date hardware and software. From Oracle’s leading commercial object-relational database server to PCs with state-of-the-art NVidia GPUs for computer graphics, you will have access to an array of tools to support your learning.

The MSc Data Science programme offers two (three by mid 2016) dedicated computer servers for the Big Data module, which you can also use for your final project to analyse large data sets. We give you the opportunity to undertake training in MATLAB, the most popular numerical and technical programming environment, while you study.

Scholarships

A scholarship for the full fees of the MSc will be offered to an outstanding applicant. The scholarship is available to UK/EU and overseas students, studying full-time. To be considered for the scholarship, please include with your full application a one-page essay with your answer to the question:

'What are the challenges that Data Science faces and how would you address those challenges?'

The submission deadline for anyone wishing to be considered for the scholarship is: 1 MAY 2017

Teaching and learning

The teaching and learning methods we use mean that students’ specialist knowledge and autonomy increase as they progress through each module. Active researchers guide your progress in the areas of machine learning, data visualization, and high-performance computing, which culminates with an individual project. This is an original piece of research conducted with academic supervision, but largely independently and, where appropriate, in collaboration with industrial partners.

Taught modules are delivered through a series of 20 hours of lectures and 10 hours of tutorials/laboratory sessions. Lectures are normally used to:
-Present and exemplify the concepts underpinning a particular subject.
-Highlight the most significant aspects of the syllabus.
-Indicate additional topics and resources for private study.

Tutorials help you develop the skills to apply the concepts we have covered in the lectures. We normally achieve this through practical problem solving contexts.

Laboratory sessions give you the opportunity to apply concepts and techniques using state-of-the-art software, environments and development tools.

In addition to lectures, laboratory sessions and tutorial support, you also have access to a personal tutor. This is an academic member of staff from whom you can gain learning support throughout your degree. In addition, City’s online learning environment Moodle contains resources for each of the modules from lecture notes and lab materials, to coursework feedback, model answers, and an interactive discussion forum.

We expect you to study independently and complete coursework for each module. This should amount to approximately 120 hours per module if you are studying full time. Each module is assessed through a combination of written examination and coursework, where you will need to answer theoretical and practical questions to demonstrate that you can analyse and apply data science methods and techniques.

The individual project is a substantial task. It is your opportunity to develop a research-related topic under the supervision of an academic member of staff. This is the moment when you can apply what you have learnt to solve a real-world problem using large datasets from industry, academia or government and use your knowledge of collecting and processing real data, designing and implementing big data methods and applying and evaluating data analysis, visualisation and prediction techniques. At the end of the project you submit a substantial MSc project report, which becomes the mode of assessment for this part of the programme.

Course content

Data science is the area of study concerned with the extraction of insight from large collections of data.

The course covers the study, integration and application of advanced methods and techniques from:
-Data analysis and machine learning
-Data visualisation and visual analytics
-High-performance, parallel and distributed computing
-Knowledge representation and reasoning
-Neural computation
-Signal processing
-Data management and information retrieval.

It gives you the opportunity to specialise so, once you graduate, you can apply data science to any sector from health to retail. By engaging with researchers and industrial partners during the programme, you can develop your knowledge and skills within a real-world context in each of the above areas.

Core modules
-Principles of data science (15 credits)
-Machine learning (15 credits)
-Big Data (15 credits)
-Neural computing (15 credits)
-Visual analytics (15 credits)
-Research methods and professional issues (15 credits)

Elective modules
-Advanced programming: concurrency (15 credits)
-Readings in computer science (15 credits)
-Advanced databases (15 credits)
-Information retrieval (15 credits)
-Data visualisation (15 credits)
-Digital signal processing and audio programming (15 credits)
-Cloud computing (15 credits)
-Computer vision (15 credits)
-Software agents (15 credits)

Individual project - (60 credits)

Career prospects

From health to retail, and from the IT industry to government, the Data Science MSc will prepare you for a successful career as a data scientist. You will graduate with specialist skills in data acquisition, information extraction, aggregation and representation, data analysis, knowledge extraction and explanation, which are in high demand.

City's unique internships, our emphasis on machine learning and visual analytics, together with our links with the industry and Tech City, should help you gain employment as a specialist in data analysis and visualization. Graduates starting a new business can benefit from City's London City Incubator and City's links with Tech City, providing support for start-up businesses.

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