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Masters Degrees (Information Retrieval)

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Research profile. Strongly interdisciplinary in nature, the Institute for Language, Cognition and Communication (ILCC) is dedicated to both basic and applied research in the computational study of language, communication, and cognition, in both humans and machines. Read more

Research profile

Strongly interdisciplinary in nature, the Institute for Language, Cognition and Communication (ILCC) is dedicated to both basic and applied research in the computational study of language, communication, and cognition, in both humans and machines.

As technology focuses increasingly on language-based communication tools, research into the automation of language processing has become vital. ILCC offers you the broadest research scope in the UK, and a strong computational focus.

Our primary areas of research are:

  • natural language processing and computational linguistics
  • spoken language processing
  • dialogue and multimodal interaction
  • information extraction, retrieval, and presentation
  • computational theories of human cognition
  • educational and assistive technology
  • visualisation

Much of our research is applied to software development, in areas as diverse as social media, assisted living, gaming and education.

You may find yourself working closely with other departments of the University, particularly the School of Philosophy, Psychology & Language Sciences.

Many of our researchers are involved in two cross-disciplinary research centres:

Centre for Speech Technology Research (CSTR)

The Centre for Speech Technology Research (CSTR) is an interdisciplinary research centre linking Informatics and Linguistics. Founded in 1984, it is now one of the world's largest concentrations of researchers working in the field of language and speech processing.

CSTR is concerned with research in all areas of speech technology including speech recognition, synthesis, signal processing, acoustic phonetics, information access, multi-modal interaction and dialogue systems.

The Centre is home to state-of-the-art research facilities including specialised speech and language-orientated computer labs, a digital recording studio, perception labs and a meeting room instrumented with multiple synchronised video cameras and microphones. There is also access to high-performance computer clusters, the University storage area network, a specialist library, and many speech and language databases.

Human Communication Research Centre

The Human Communication Research Centre (HCRC) is an interdisciplinary research centre at the Universities of Edinburgh and Glasgow that brings together theories and methods from several formal and experimental disciplines to understand better how this happens.

We focus on spoken and written language; we also study communication in other visual, graphical and computer-based media.

Training and support

You carry out your research within a research group under the guidance of a supervisor. You will be expected to attend seminars and meetings of relevant research groups and may also attend lectures that are relevant to your research topic. Periodic reviews of your progress will be conducted to assist with research planning.

A programme of transferable skills courses facilitates broader professional development in a wide range of topics, from writing and presentation skills to entrepreneurship and career strategies.

The School of Informatics holds a Silver Athena SWAN award, in recognition of our commitment to advance the representation of women in science, mathematics, engineering and technology. The School is deploying a range of strategies to help female staff and students of all stages in their careers and we seek regular feedback from our research community on our performance.

Facilities

The award-winning Informatics Forum is an international research facility for computing and related areas. It houses more than 400 research staff and students, providing office, meeting and social spaces.

It also contains two robotics labs, an instrumented multimedia room, eye-tracking and motion capture systems, and a full recording studio amongst other research facilities. Its spectacular atrium plays host to many events, from industry showcases and student hackathons to major research conferences.

Nearby teaching facilities include computer and teaching labs with more than 250 machines, 24-hour access to IT facilities for students, and comprehensive support provided by dedicated computing staff.

Among our entrepreneurial initiatives is Informatics Ventures, set up to support globally ambitious software companies in Scotland and nurture a technology cluster to rival Boston, Pittsburgh, Kyoto and Silicon Valley.

Career opportunities

While many of our graduates pursue an academic career, others find their skills are highly sought after in the technology industry. A number of our students serve internships with large UK and international software developers, while others take up positions with major social media companies.



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Aberystwyth University’s MA/Diploma in Information and Library Studies will equip you with the highly desirable skills employers need to manage their most valuable assets in our global ‘information economy’. Read more

About he course

Aberystwyth University’s MA/Diploma in Information and Library Studies will equip you with the highly desirable skills employers need to manage their most valuable assets in our global ‘information economy’. You will be able to identify, organise, retrieve and make accessible information across paper, electronic and multimedia formats. This MA or Diploma will equip you to fulfil the essential role that companies and professional bodies need to compete effectively in a fast-moving national and international business environment. This course features a range of optional modules which allow you to direct your studies into areas which particularly fascinate you.

The MA and Diploma are accredited by both CILIP and the Institute of Information Scientists making it one of the best courses for professional practice.

The Department of Information Studies at Aberystwyth has an impressive track record. In the department’s forty years of teaching, we have produced some of the UK's, and indeed the world's, leading librarians and information professionals. Our alumni include two national librarians (Scotland and former Wales), the first black national librarian in South Africa, and the Director of the Bureau for Library and Information Services at the United Nations.

You can tailor your learning towards a wide range of career paths, such as children and schools work (with the Focus on the Child: Children's Literature and Schools Libraries and Learning Resources modules) and business services (including the modules on Business Information Services, and Management Information Systems).

This highly practical course is built around a variety of reports, essays, presentations, and case studies which will enable you to relate theoretical knowledge to the workplace. These challenges will also encourage you to improve your ICT, personal management and interpersonal skills, making you into a well-rounded, competent and highly employable individual.

This degree will suit you:

• If you wish to obtain a Masters degree or Diploma from one of the UK’s leading departments;
• If you wish to gain the knowledge and skills for professional work within Information and Library fields;
• If you wish to work in various types of information and library services or gain transferable skills for the pursuit of related careers such as media management and book publishing;
• If you wish to continue your studies to a more advanced level through undertaking further postgraduate level research.

Course structure and content

The course curriculum will focus on both theory and practice but you will be actively encouraged to draw upon any relevant experience that you have already acquired. Course visits to relevant organisations and guest lectures, will further enhance your exposure to professional practice.

Semester 1: core modules addressing the information society, the organisation and retrieval of information as well as the provision of information services.

Semester 2: core modules covering both organisational management and the management of collections.

There is also the opportunity to complement these core modules with an optional module which will enable you to develop an area of special interest. In addition to these taught modules, you will also be able to access a series of research training sessions that will help to prepare you for the 15,000 word Masters dissertation in Semester 3.

Semester 3: 15,000 word Masters dissertation

With staff guidance and support, here you will have to the opportunity to conduct a piece of independent research within the information and library field. Not only will this enable you to further develop a specialism, but you will also acquire a range of transferrable research skills that are highly desirable in today’s employment market.

Core modules:

Information Organisation and Retrieval
Information Services: Planning for Delivery
Information and Society
Collection Management
Studies in Management
Dissertation

Optional modules:

Digital Information: Management for Access and Preservation
Rare Books and Special Collections
Records and Information Governance

Contact time

Contact time is 6-10 hours a week during the first two semesters. In semester three you will arrange your level of contact time with your assigned dissertation supervisor.

Assessment

The taught part of the course, which is 120 credits, is delivered and assessed through lectures, student seminars, practical exercises, case studies and course work. Successful completion of 60 credits of taught modules makes you eligible for a Postgraduate Certificate, 120 credits gives eligibility for a CILIP accredited Postgraduate Diploma, or successful completion of your postgraduate dissertation leads to an accredited Master’s degree.

Accreditation

The Masters degree is accredited by the Chartered Institute of Library and Information Professionals (CILIP) and the Institute of Information Scientists. Graduates will have a qualification which is recognised for admission to the Register of Chartered Librarians (subject to the Institute's chartership regulations).

Employability

Every aspect of the Aberystwyth University’s Masters in Information and Library Studies programme is designed to enhance your employability. Successful completion of this degree is in itself certain to do so by building your CV; but more significant is the hugely enhanced array of knowledge, abilities and skills with which you will graduate.

As a graduate, you will possess a wealth of subject-specific expertise, such as a thorough understanding of how ethical, legal, and social factors affect the flow of information; information literacy and the effect of 'information deprivation'; and the ongoing challenges of organising, storing, and retrieving information. You will also be confident in the use of system and their tools which you will use to order, store and retrieve information. These skills, which are fundamental to the subject, are applicable across a diverse array of workplaces. Likewise, the study skills, research methods and interpersonal awareness that you will learn within the context of study can be applied in any place of work where people and systems meet. In such situations, you will be at a tremendous advantage over your competitors.

As information is increasingly recognised as a core resource for organisations of all kinds, the range of posts to which our graduates progress widens all the time. In addition to the traditional library and information service sector, our graduates also go on to work as Information Officers, Information Managers, Information Systems Officers, Information Analysts and Computer Systems Officers. The most prestigious of our alumni include two national librarians (Scotland and former Wales), the newly appointed first black national librarian in South Africa, and the Director of the Bureau for Library and Information Services at the United Nations. In addition, companies which acknowledge the value of information also benefit from our graduates’ information skills when applied to the areas of management, sales, production or marketing. Your personal adaptability, coupled with the critical information and library skills, will make you a strong candidate for any post where excellence in organisations and systems management is prized.

Study in a practical context

The content of this MA/Diploma is weighted in favour of mastering the practical applications of Information and Library Studies. The University of Aberystwyth boasts library resources which are amongst the best in Europe. The Department’s specialist Thomas Parry Library is one of the leading libraries for Information Studies. As a student, you will have access to this exceptional resource where you can apply your learning in activities which will convert the purely academic theory into the proven know-how of experience.

In addition to this, you will also have access to the University's Hugh Owen Library which houses more than 700,000 volumes and subscribes to more than 3,500 current periodicals. Also, the National Library for Wales next to the campus is one of the UK's five copyright libraries housing more than 6,000,000 volumes. In addition to the University's computing facilities, you will also have access to the Department's own extensive computer workstation rooms, all housed in a purpose built Department on the attractive Llanbadarn campus.

Skills in management of systems and stakeholders

The MA/Diploma is designed to give you a broad knowledge of a range of transferable skills that you can apply in a variety of research interests, particularly in your Masters dissertation. A significant proportion of postgraduate jobs demand management abilities; this course aims to support your progression into professional employment beyond by including such training.

You will become well versed in contemporary management theory and practice of relevance to the management of the relationship between information and organisations. You will learn to analyse and control how information is transmitted to users, including access to information and measurement of use. The monitoring an analysis of data is crucial to the success of business organisations and initiatives. Mastering it will enable you to manage within a changing and turbulent environment and provide you with an understanding of the inter-relationship of the organisation with its customers and stakeholders.

As business relies on meeting needs, this training will be a significant advantage to you when you enter the jobs market.

Read less
Aberystwyth University’s MA/Diploma in Information and Library Studies by distance learning will equip you with the highly desirable skills employers need to manage their most valuable assets in our global ‘information economy’. Read more

About the course

Aberystwyth University’s MA/Diploma in Information and Library Studies by distance learning will equip you with the highly desirable skills employers need to manage their most valuable assets in our global ‘information economy’. You will be able to identify, organise, retrieve and make accessible information across paper, electronic and multimedia formats. This MA or Diploma will equip you to fulfil the essential role that companies and professional bodies need to compete effectively in a fast-moving national and international business environment.

The MA and Diploma are accredited by both CILIP and the Institute of Information Scientists making it one of the best courses for professional practice.

The Department of Information Studies at Aberystwyth has an impressive track record. In the department’s forty years of teaching, we have produced some of the UK's, and indeed the world's, leading librarians and information professionals. Our alumni include two national librarians (Scotland and former Wales), the first black national librarian in South Africa, and the Director of the Bureau for Library and Information Services at the United Nations.

This course features an extensive list of optional modules which allow you to direct your studies into areas which particularly fascinate you.

As a Distance Learner in employment, you should find that your work experience enhances your studies, while your studies enable you to reflect on your work experience in new ways. Your studies can also help you to promote the best current practice in your workplace.

Although this postgraduate programme is primarily designed to meet the needs of those who wish to work in various types of information and library services, you can exploit the transferable skills mastered during the programme to pursue careers in related professions (e.g. media management and book publishing), or continue your studies to a more advanced level through undertaking further postgraduate level research.

This degree will suit you:

•If you wish to obtain a Masters degree or Diploma from one of the UK’s leading departments;
•If you wish to gain the knowledge and skills for professional work within Information and Library fields;
•If you wish to work in various types of information and library services or gain transferable skills for the pursuit of related careers such as media management and book publishing;
•If you wish to continue your studies to a more advanced level through undertaking further postgraduate level research.

Course content

Core modules:

Collection Management
Dissertation
Information Organisation and Retrieval
Information Services: Planning for Delivery
Information and Society
Research in the Profession
Studies in Management

Optional modules:

Archive Management: Principles & Techniques
Digital Information : Discovery to Delivery
Digital Preservation
Focus on the Child : Reading and Libraries
Knowledge and Information Architecture
Music Librarianship
Publishing and the Web:Exploring New Technologies
Rare Books Librarianship i
Rare Books Librarianship ii
Records and Information Governance

Contact time

Contact time can be arranged remotely with your tutor. Attendance at at least two study schools is required and these provide the main contact.

Assessment

The programme is assessed on the basis of coursework in Part One and the dissertation in Part Two. Successful completion of Part One allows the award of a Diploma. The subsequent successful submission of your research dissertation (Part Two) leads to the award of an MA.

Accreditation

The Masters degree is accredited by the Chartered Institute of Library and Information Professionals (CILIP) and the Institute of Information Scientists. Graduates will have a qualification which is recognised for admission to the Register of Chartered Librarians (subject to the Institute's chartership regulations). Please note that the Diploma qualification is recognised as an accredited course.

Employability

Every aspect of the Aberystwyth University’s Masters in Information and Library Studies programme is designed to enhance your employability. Successful completion of this degree is in itself certain to do so by building your CV; but more significant is the hugely enhanced array of knowledge, abilities and skills with which you will graduate.

As a graduate, you will possess a wealth of subject-specific expertise, such as a thorough understanding of how ethical, legal, and social factors affect the flow of information; information literacy and the effect of 'information deprivation'; and the ongoing challenges of organising, storing, and retrieving information. You will also be confident in the use of system and their tools which you will use to order, store and retrieve information. These skills, which are fundamental to the subject, are applicable across a diverse array of workplaces. Likewise, the study skills, research methods and interpersonal awareness that you will learn within the context of study can be applied in any place of work where people and systems meet. In such situations, you will be at a tremendous advantage over your competitors.

As information is increasingly recognised as a core resource for organisations of all kinds, the range of posts to which our graduates progress widens all the time. In addition to the traditional library and information service sector, our graduates also go on to work as Information Officers, Information Managers, Information Systems Officers, Information Analysts and Computer Systems Officers. The most prestigious of our alumni include two national librarians (Scotland and former Wales), the first black national librarian in South Africa, and the Director of the Bureau for Library and Information Services at the United Nations. In addition, companies which acknowledge the value of information also benefit from our graduates’ information skills when applied to the areas of management, sales, production or marketing. Your personal adaptability, coupled with the critical information and library skills, will make you a strong candidate for any post where excellence in organisations and systems management is prized.

Study in a Practical Context

The content of this MA/Diploma is weighted in favour of mastering the practical applications of Information and Library Studies. The University of Aberystwyth boasts library resources which are amongst the best in Europe. The Department’s specialist Thomas Parry Library is one of the leading libraries for Information Studies. As a student, you will have access to this exceptional resource where you can apply your learning in activities which will convert the purely academic theory into the proven know-how of experience.

In addition to this, you will also have access to the University's Hugh Owen Library which houses more than 700,000 volumes and subscribes to more than 3,500 current periodicals. Also, the National Library for Wales next to the campus is one of the UK's five copyright libraries housing more than 6,000,000 volumes. In addition to the University's computing facilities, you will also have access to the Department's own extensive computer workstation rooms, all housed in a purpose built Department on the attractive Llanbadarn campus.

Skills in Management of Systems and Stakeholders

The MA/Diploma is designed to give you a broad knowledge of a range of transferable skills that you can apply in a variety of research interests, particularly in your Master’s dissertation. A significant proportion of postgraduate jobs demand management abilities; this course aims to support your progression into professional employment beyond by including such training.

You will become well versed in contemporary management theory and practice of relevance to the management of the relationship between information and organisations. You will learn to analyse and control how information is transmitted to users, including access to information and measurement of use. The monitoring an analysis of data is crucial to the success of business organisations and initiatives. Mastering it will enable you to manage within a changing and turbulent environment and provide you with an understanding of the inter-relationship of the organisation with its customers and stakeholders.

As business relies on meeting needs, this training will be a significant advantage to you when you enter the jobs market.

Read less
Organisations operate within increasingly unpredictable, competitive, constrained and demanding environments. Information is crucial to their success as it is required for decision making at all levels. Read more

Course Description

Organisations operate within increasingly unpredictable, competitive, constrained and demanding environments. Information is crucial to their success as it is required for decision making at all levels. Consequently there is a need to understand the strategic importance of information and develop agile, effective and secure ways to exploit it to its full potential. To do this, effective information capability management must be developed throughout the organisation so that the right information is available to the right people at the right time in an effective, efficient and secure manner.

An appropriate infrastructure is required to enable effective information capability management to address strategic business needs. This is dependent on joined-up systems of processes, technology and appropriately skilled, competent and motivated people focused on delivering clearly understood business benefit. The Information Capability Management (ICM) MSc has been developed to address these important issues.

Overview

Skilled professionals are needed to enable organisations to realise the strategic benefits that successfully exploiting information can provide. Success in business of all types and in all sectors, both public and private, is dependant on:

•Understanding the value of information as a strategic asset
•Developing agile, effective and efficient systems that make this information available.
•Countering cyber threats with appropriate cyber security.

The internationally recognised Information Capability Management course successfully supports the development of these professionals. Students from Government departments, industry and other organisations within the UK and internationally come together to study and discuss issues and develop skills that will enable solutions now and in the future.

Key goals of the course are to provide students with postgraduate level education in order to:

•Develop in individuals an awareness of the management, user and supplier communities
•Recognise the stakeholder roles, needs and expectations within these communities
•Enable effective communication and a shared understanding between these stakeholders in order to meet capability objectives
•Master the principles and practice that underlie the delivery of effective, efficient and secure systems in various business spaces that exploit information in order to provide strategic benefit

Start date: Full Time: September / Part Time: January

Duration: Full-time MSc - one year, Part-time MSc - up to three years, Full-time PgCert - one year, Part-time PgCert - two years, Full-time PgDip - one year, Part-time PgDip - two years

Course overview

MSc students must complete a taught phase consisting of twelve modules, followed by an individual dissertation in a relevant topic.

PgDip students are required to undertake the same taught phase as the MSc, but without the individual dissertation.

PgCert students must complete the core module (Foundations of Information Systems) together with five other modules.

Modules

Qualifications achieved by completing:
PgCert: Foundations of Information Systems and any five other modules
PgDip: All modules
MSc: All modules and the dissertation.

Core:
- Cyber Security and Information Assurance
- Dissertation
- Emerging Technology Monitoring
- Foundations of Information Systems
- Information Storage and Retrieval
- Methods and Tools for Information Systems Development
- Organisation Development
- Professional Issues
- Programme and Project Management for Information Systems
- Software Engineering (IS)
- Strategic Application of Information Systems
- Systems Architecture
- Data-led Decision Support
- Data Modelling, Storage and Management

Individual Project

The Individual Project is the opportunity for a student to utilise and demonstrate their understanding of the taught phase of the course by applying their learning to a real world problem. It is also an opportunity to develop skills and achieve a greater level of understanding in a specific area or areas of relevance to the course. Students are allocated a supervisor and have access to subject matter experts to support them in the project phase.

Assessment

Spread throughout the programme and includes coursework, group presentations and examinations during the taught phase and for the MSc a research based dissertation.

Career opportunities

Takes you on to further senior career opportunities and to become one of the next generation of senior professionals delivering business benefit through exploitation of information with skills in appropriate areas including business analysis, strategy development and implementation, information assurance, cyber security, organisational development and strategic application of information systems.

For further information

On this course, please visit our course webpage http://www.cranfield.ac.uk/Courses/Masters/Information-Capability-Management

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The Masters in Data Science provides you with a thorough grounding in the analysis and use of large data sets, together with experience of conducting a development project, preparing you for responsible positions in the Big Data and IT industries. Read more
The Masters in Data Science provides you with a thorough grounding in the analysis and use of large data sets, together with experience of conducting a development project, preparing you for responsible positions in the Big Data and IT industries. As well as studying a range of taught courses reflecting the state-of-the-art and the expertise of our internationally respected academic staff, you will undertake a significant programming team project, and develop your own skills in conducting a data science project.

Why this programme

◾The School of Computing Science is consistently highly ranked achieving 2nd in Scotland and 10th in the UK (Complete University Guide 2017)
◾The School is a member of the Scottish Informatics and Computer Science Alliance: SICSA. This collaboration of Scottish universities aims to develop Scotland's place as a world leader in Informatics and Computer Science research and education.
◾We currently have 15 funded places to offer to home and EU students.
◾You will have opportunities to meet employers who come to make recruitment presentations, and often seek to recruit our graduates during the programme.
◾You will benefit from having 24-hour access to a computer laboratory equipped with state-of-the-art hardware and software.

Programme structure

Modes of delivery of the MSc in Data Science include lectures, seminars and tutorials and allow students the opportunity to take part in lab, project and team work.

Core courses

◾Big data
◾Data fundementals
◾Information retrieval
◾Machine learning
◾Research methods and techniques
◾Text as data
◾Web science
◾Masters team project.

Optional courses

◾Advanced networking and communications
◾Advanced operating systems
◾Algorithmics
◾Artificial intelligence
◾Big data: systems, programming and management
◾Computer architecture
◾Computer vision methods and applications
◾Cryptography and secure development
◾Cyber security forensics
◾Cyber security fundamentals
◾Distributed algorithms and systems
◾Enterprise cyber security
◾Functional programming
◾Human computer interaction
◾Human computer interaction: design and evaluation
◾Human-centred security
◾Information retrieval
◾Internet technology
◾IT architecture
◾Machine learning
◾Mobile human computer interaction
◾Modelling reactive systems
◾Safety critical systems.
◾Software project management
◾Theory of Computation

Depending on staff availability, the optional courses listed here may change.

If you wish to engage in part-time study, please be aware that dependent upon your optional taught courses, you may still be expected to be on campus on most week days.

Industry links and employability

◾The advent of Big Data tools in recent years has facilitated the large-scale mining of voluminous data, to allow actionable knowledge and understanding, known as Data Science. For instance, search engines can gain insights into how ambiguous a query is according to the querying and clicking patterns of different users. Data Science combines a thorough background in Big Data processing techniques, combined with techniques from information retrieval and machine learning, to permit coherent and principled solutions allowing real insights and predictions to be obtained from data.
◾The programme includes a thorough grounding in professional software development, together with experience of conducting a development project. The programme will prepare you for a responsible position in the IT industry.
◾The School of Computing Science has extensive contacts with industrial partners who contribute to several of their taught courses, through active teaching, curriculum development, and panel discussion. Recent contributors include representatives from IBM, J.P. Morgan, Amazon, Adobe, Red Hat and Bing.
◾During the programme students have an opportunity to develop and practice relevant professional and transferrable skills, and to meet and learn from employers about working in the IT industry.

The Data Lab

We work closely with The Data Lab, an internationally leading research and innovation centre in data science. Established with an £11.3 million grant from the Scottish Funding Council, The Data Lab will enable industry, public sector and world-class university researchers to innovate and develop new data science capabilities in a collaborative environment. Its core mission is to generate significant economic, social and scientific value from data. Our students will benefit from a wide range of learning and networking events that connect leading organisations seeking business analytics skills with students looking for exciting opportunities in this field.

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The Library and Information Studies MA provides the ideal foundation for career progression in library or information work. Read more
The Library and Information Studies MA provides the ideal foundation for career progression in library or information work. The one-year programme is accredited by the professional association Chartered Institute of Library and Information Professionals (CILIP), and offers students a wide range of up-to-date learning opportunities while helping to develop strong networks designed to enhance their employability.

Degree information

The programme prepares students for professional practice in the field of library and information studies. It equips them with the practical skills required for the identification, location, management and organisation of information and information stores, and fosters an understanding of the processes by which information is produced, disseminated, controlled and recorded.

Students undertake modules to the value of 180 credits. The programme consists of six core modules (90 credits), two optional modules (30 credits) and a research dissertation (60 credits). A Postgraduate Diploma, six core modules (90 credits), two optional modules (30 credits), full-time nine months or flexible study 2-5 years, is offered.

Core modules
-Cataloguing and Classification 1
-Collection Management and Preservation
-Information Sources and Retrieval
-Introduction to Management
-Principles of Computing and Information Technology
-Professional Awareness

Optional modules - students choose two of the following:
-Advanced Preservation
-Cataloguing and Classification 2
-Digital Resources in the Humanities
-Electronic Publishing
-Historical Bibliography
-Individual Approved Study
-Information Governance
-Knowledge Representation and Semantic Technologies
-Manuscript Studies
-Publishing Today
-Records Management
-Web Publishing
-Information Literacy
-Academic and Journals Publishing

Dissertation/report
All MA students undertake an independent research project which culminates in a dissertation of 10,000–12,000 words.

Teaching and learning
The programme is delivered through a combination of lectures, seminars, computer laboratory and classroom practicals, with a strong emphasis on active learning and the acquisition of practical skills. Assessment is through a mixture of essays, reports, examination and practical assignments such as website design and the creation of indexing tools.

Placement
The work placement is only open to full-time students and forms part of the G030 Professional Awareness module. The work placement gives students experience of how the techniques they have learned may be applied in practice. Placements last for two weeks, and are undertaken at the beginning of the third term. We arrange placements individually for each student and do our best to match the placement with their interests and experience.

Careers

The programme aims to be broad-based: we are not trying to produce graduates who can work in only one kind of library or information service. The skills we try to impart are, therefore intended to apply in a wide range of different jobs.

Top career destinations for this degree:
-Information Officer, Trowers and Hamlins
-News Reference Specialist, British Library
-Cataloguer, Eton College
-Librarian, BSix
-Knowledge and Information Specialist, CRU Group

Employability
As a vocational Master's, this programme prepares students for employment in the sector, and, in most cases, for promotion from their pre-library school role as a library assistant to a qualified librarian role, such as senior library assistant, assistant librarian, librarian and library manager. Students occasionally choose careers in information provision, such as taxonomists and web designers. There are specialist employment agencies that place students in both short-term and permanent positions, so if students do not find their ideal post straight away, they usually find suitable employment while continuing to seek their ideal post.

Why study this degree at UCL?

This well-established programme is accredited by CILIP (to 2019). It attracts an outstanding team of researchers, teachers, students, practitioners and information industry leaders. It combines an appreciation of the traditional library with the latest developments in internet and digital technologies to develop an understanding of the ever-evolving information environment.

Networking opportunities include a two-week work placement, regular journal club and speaker events, guest lectures by professionals and career seminars sponsored by industry professionals.

Students benefit from UCL's proximity to major libraries and repositories, including the British Library and the Senate House LIbrary of the University of London.

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The Graduate Certificate in Retrieval Medicine is designed to equip you with advanced skills and knowledge of critical care and emergency medicine which focuses on retrieval medicine. Read more

About the program

The Graduate Certificate in Retrieval Medicine is designed to equip you with advanced skills and knowledge of critical care and emergency medicine which focuses on retrieval medicine. The program is available for medical practitioners, nurses and paramedics already working in, or planning to work in this unique and challenging field.

See the website https://bond.edu.au/program/graduate-certificate-retrieval-medicine

- Scholarship available for Graduate Certificate in Retrieval Medicine
Open to successful applicants applying for a Graduate Certificate in Retrieval Medicine for September 2015, the Postgraduate Excellence Scholarship provides high achieving individuals with a unique opportunity to receive 25% tuition remission to complete postgraduate studies at Bond University. Be sure to tick you’re interested in applying for a scholarship on page one of your online application form and complete the scholarship section. Applications close August 31.

Delivered in partnership with the Royal Flying Doctor Service, the world’s largest aeromedical provider, the Graduate Certificate in Retrieval Medicine focuses on current and future retrieval systems and evidence based approaches within both an Australian and international context.

The program is structured to accommodate the busy health professional. Delivered in part-time mode, it combines intensive practical residential components with online delivery that enables networking opportunities.

The residential components are held as a compulsory 3 to 4 day intensive per semester. They will include case-based discussions and hands-on immersive learning sessions where technical and physical aspects of retrieval medicine will be covered. Topics will range from helicopter (rotary wing), fixed wing, ground and common retrieval equipment familiarisation through to pre-hospital critical care skills sessions. You will engage in ‘real world’ scenarios and simulation demonstrating retrieval medicine in action. Intense, small group interactive case-based discussions also play a role in the residential component and online learning throughout the semester.

The Graduate Certificate in Retrieval Medicine enables you to matriculate into the Graduate Diploma in Retrieval Medicine and the Masters of Retrieval Medicine.

Professional outcomes

The Graduate Certificate in Retrieval Medicine is available for medical practitioners, nurses and paramedics and designed to produce high quality graduates with advanced practical skills and theoretical knowledge to be well positioned to further their careers in retrieval medicine.

Please note: This program is currently only open to Australian citizens, Australian permanent residents, holders of an Australian Humanitarian visa and New Zealand citizens (but not New Zealand permanent residents).

English language proficiency requirements

As tuition is delivered in English, all students will be required to provide documented evidence of the required level of proficiency in the English language. Read more detailed information on English Language Proficiency Requirements for university study https://bond.edu.au/future-students/study-bond/how-apply/information-international-students/english-language-requirements .

Find out how to apply here https://bond.edu.au/future-students/study-bond/how-apply

See the website https://bond.edu.au/program/graduate-certificate-retrieval-medicine

For contact information see here https://bond.edu.au/program/graduate-certificate-retrieval-medicine

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This MRes is aimed at those wishing to broaden or deepen understanding of aspects of the information world at postgraduate level, or to prepare for doctoral studies. Read more
This MRes is aimed at those wishing to broaden or deepen understanding of aspects of the information world at postgraduate level, or to prepare for doctoral studies. It is also aimed at mid-career information and cultural professionals who wish to develop their leadership, management and professional skill.

Degree information

This is a flexible programme of study combining information disciplines, information technology, leadership, management and professional skills. The programme is tailored to individual needs, closely related to students' current or future employment or research goals. Through research skills classes and a substantial research project, students develop skills for further study and career development.

Students undertake modules to the value of 180 credits. The programme consists of four optional modules (60 credits) and a research dissertation (120 credits). There are no core modules for this programme.

Optional modules - students select in conjunction with their Director of Studies, four modules from the range of postgraduate programmes offered by the Department of Information Studies. Typically, the selection is made across the following areas:
-Management of Services, Resources or Systems
-Information and Communication Systems and Technologies
-Adult Learning and Professional Development
-Archives and Records Management
-Digital Humanities
-Information Services for Specialist Media or Users
-Information Sources, Organisation and Retrieval
-Publishing
-Cultural Heritage

The full range of postgraduate modules is available on the UCL Information Studies website. On occasion it may be appropriate for students to take modules offered by another UCL department also.

Dissertation/report
All students undertake an independent research project in an applied or theoretical area of information work, which culminates in a dissertation of 25,000 words.

Teaching and learning
Taught modules are delivered through lectures, seminars, groupwork and practicals. Research skills are developed through classes within the department and students are encouraged to take courses run by UCL Doctoral School. Assessment is through a mixture of essays, reports, examination and practical assignments and by the dissertation and viva voce.

Careers

The programme provides an ideal foundation for further doctoral research, as a preparation for an MPhil or PhD, and enables career development of information professionals into senior and managerial roles.

Places of employment or further study of recent students include:
-Staffordshire County Council
-National Library of Portugal
-University of Botswana
-UCL

Why study this degree at UCL?

UCL Information Studies is unique in the UK with programmes spanning archives, records management, information studies and systems, digital humanities and publishing. Students have unparalleled opportunities for cross-domain engagement and the opportunity to work with other departments at UCL.

Students benefit from UCL's central London location, and many premier information and cultural institutions are within easy reach. Staff are experts in their field and closely involved with the professional bodies and companies, supporting students in building contacts and widening experience.

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Delivered in partnership with the Royal Flying Doctor Service, the world’s largest aeromedical provider, the Graduate Diploma in Retrieval Medicine provides… Read more

About the program

Delivered in partnership with the Royal Flying Doctor Service, the world’s largest aeromedical provider, the Graduate Diploma in Retrieval Medicine provides medical practitioners, nurses and paramedics with the necessary skills and knowledge to manage, within their scope of practice, the clinical and organisational components of retrieval medicine services in both an Australian and an international context.

See the website https://bond.edu.au/program/graduate-diploma-retrieval-medicine

- Scholarship available for Graduate Diploma in Retrieval Medicine
Open to successful applicants applying for a Graduate Diploma in Retrieval Medicine for September 2015, the Postgraduate Excellence Scholarship provides high achieving individuals with a unique opportunity to receive 25% tuition remission to complete postgraduate studies at Bond University. Be sure to tick you’re interested in applying for a scholarship on page one of your online application form and complete the scholarship section. Applications close August 31.

Building on the knowledge and skills of the Graduate Certificate in Retrieval Medicine, the Graduate Diploma has been designed to extend participants’ experience in the organisational aspects of retrieval medicine to enable them to become senior leaders and managers in this area.

The Graduate Diploma enables participants to explore some of the unique and high-risk areas in retrieval medicine such as military settings, infectious patients, and natural disaster zones. Issues such as human resources, governance, training, professional performance and critical decision-making skills are addressed. The program also equips participants with the skills required to undertake a research project within their own discipline area and scope of practice.

This is a highly interactive online program that accommodates the busy health professional by allowing the online course work to be completed over the semester. The collaborative format of the online delivery allows for networking with other participants and professionals working in retrieval medicine.

The Graduate Diploma in Retrieval Medicine enables you to matriculate into the Master of Retrieval Medicine.

Professional outcomes

The Graduate Diploma is designed to equip you with the advanced practical skills and theoretical knowledge to be well positioned for leadership roles in retrieval medicine.

You will be able to provide a patient-oriented, preventative and systematic approach using advanced clinical problem-solving skills to complex situations in critical care and emergency medicine in the pre-hospital and retrieval medicine environment.

Please note: This program is currently only open to Australian citizens, Australian permanent residents, holders of an Australian Humanitarian visa and New Zealand citizens (but not New Zealand permanent residents).

Find out how to apply here https://bond.edu.au/future-students/study-bond/how-apply

See the website https://bond.edu.au/program/graduate-diploma-retrieval-medicine

For contact information see here https://bond.edu.au/program/graduate-diploma-retrieval-medicine

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Qatar has a bold vision to become a knowledge society. It is also committed to developing a world-class Qatar National Library (QNL) which will ‘bridge with knowledge Qatar’s heritage and future’. Read more
Qatar has a bold vision to become a knowledge society. It is also committed to developing a world-class Qatar National Library (QNL) which will ‘bridge with knowledge Qatar’s heritage and future’. This ground-breaking MA aims to nurture a world-class cadre of library professionals and train the future leaders of the sector.

Degree information

The programme provides students with an awareness of current issues and trends in library and information work. It fosters understanding of the processes by which information is produced, disseminated, controlled and recorded, and equips students with practical skills for the identification, location, management and organisation of information.

Students undertake modules to the value of 180 credits. The programme consists of six core modules (90 credits), two optional modules (30 credits), and a dissertation (60 credits). The programme consists of six core modules (90 credits), two optional modules (30 credits), and a dissertation (60 credits). A Postgraduate Diploma (120 credits, full-time nine months) is also offered. Students complete all modules except the dissertation.

Core modules
-Knowledge Organsiation and Access
-Collection Management
-Information Sources and Retrieval
-Introduction to Management
-Principles of Computing and Information Technology
-Professional Awareness
-Dissertation

Optional modules
-The Book in the World
-Digital Resources in the Humanities
-Information Literacy
-Interdisciplinary Methods for the Study of Cultural Heritage
-Introduction to Archives and Preservation
-Islamic Manuscripts
-Library Systems and Data Management
-Services to Children and Young People

Dissertation/report
All students undertake an independent research project which culminates in a dissertation of 12,000 words.

Teaching and learning
The programme is delivered through a combination of lectures, private reading, seminars, practical classes, small group work, group project work, computer laboratory sessions, essay writing, and independent research. Except for short courses, all programmes are delivered in afternoon sessions. Students can access and use the virtual learning environment (Moodle) at UCL, which provides the opportunity to benefit from the expertise of UCL staff both in London and Qatar. Intensive short courses will also be delivered by visiting staff from UCL Information Studies (London). Assessment takes a variety of forms including: essays, portfolios, prepared practical work, individual and group project work, report writing, policy writing, presentations, peer assessment and the dissertation. There is also a written examination, attached to the professional awareness module, and accounting for 50% of the marks.

Careers

Graduates will be able to work in a wide network of settings including school libraries, libraries based in government ministries, and many more libraries in institutions such as museums and societies, and countless business libraries and archives.

Why study this degree at UCL?

The MA in Library and Information Studies at UCL Qatar has become the first degree programme of its kind in the region to be formally accredited by CILIP: the Chartered Institute of Library and Information Professionals. The MA in Library and Information Studies is identical to the programme offered at UCL’s Department of Information Studies in London – the UK’s premier facility for the teaching of library and information studies.

Students have the opportunity to network with leading library professionals from Qatar and the region and will undertake a placement in a local or international library.

Qatar is investing heavily in libraries, infrastructure and capacity building. This is an exceptionally exciting period for students and professionals who are looking to develop their career in the region.

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The Masters in Digital Curation is designed to train you in the enhanced skills required for collecting and curating digital information and preparing it for use by individuals and organisations. Read more

About the course

The Masters in Digital Curation is designed to train you in the enhanced skills required for collecting and curating digital information and preparing it for use by individuals and organisations. This Masters in Digital Curation will train you in the complexities of digital asset management. You will master the policies, procedures and governance required to ensure the integrity of digital material over time, and you will graduate with the skills and experience to handle information for any size of organisation, be it national, governmental or international.

In addition to subject-specific instruction, you will also be trained in mediation so that you can manage the dialogue between stakeholders in the new digital information ecology. You will also be equipped with conventional skills in archive administration and in the scientific processes of information curation. This unique combination of disciplines and skills will prepare you for managerial and strategic roles in both academic and professional contexts. In addition to subject-specific skills and knowledge, you will have the opportunity to undertake personal development and develop a set of widely-applicable professional skills to help you in any workplace – information-related or otherwise. On completion of this course your general employability will be greatly enhanced to give you the best possible chance of successful entry into your chosen career path.

This degree will suit you:

• If you wish to receive first-rate training in digital curation
• If you want to become an authority on the digital information ecology in which business and government now operates
• If you are, or intend to be, a gatekeeper for information resources
• If you desire skills highly sought-after by any postgraduate employer

Course structure and content

Our distance learning students participate in residential study schools and are supported by web-based conferencing facilities which enable them to communicate with each other – whether consulting about a particular assignment in one of the module conferencing areas, or just enjoying a light hearted exchange at the electronic students café - and with staff, easing the feeling of isolation that can sometimes be felt by distance learners.

The Diploma/MA in Digital Curation is divided into two parts: The first part (120 credits) is the taught course, successful completion of which reaches Diploma-level. The second part (60 credits) involves writing a dissertation, to be submitted for the Master’s-level qualification.

Tuition is provided through printed or digital study packs containing the core learning material, supplemented by a resource pack and a conference area on Blackboard (the Virtual Learning Environment), which provides information updates relevant to the course, and a directory of websites referred to in the study packs. Assessment is by means of a variety of written assignments including essays and reports. You can progress at your own pace, taking between two and five years to complete the course. On average, you should expect to spend 10 to 15 hours a week studying.

Core modules:

Archive Collection development and Description
Digital Information : Discovery to Delivery
Digital Preservation
Dissertation
Knowledge and Information Architecture
Management Information Systems
Records and Information Governance
Research in the Profession

Optional modules:

Archive Managment : Management of Archive Services
Compliance Law and Ethics
Information Organisation and Retrieval
Information and Society
Publishing and the Web:Exploring New Technologies
Studies in Management
Work Case Study: Digital Preservation

Contact time

Students on all courses are required to attend Study Schools in Aberystwyth. For most students this means attending three schools of approximately 4-5 days duration during the course. For the rest of the time you will work through specially designed self-study module packs supported by online learning materials.

Employability

Every course at Aberystwyth University is designed to enhance your vocational and general employability. This Masters will equip you with latest developments in digital curation, both in terms of technological and theoretical approaches. By balancing the theory with the practice, you will be strongly placed to succeed in the jobs marketplace, particularly in organisations that prize well-trained managers of its most valuable resource: information. The course of study will also equip you with a wide range of more general work skills – in research, analysis, writing, presentation and management – ensuring your employability is improved across the board.

Study Skills

You will develop skills in quickly and accurately assimilating and interpreting data – which you will find invaluable in curating information for storage and future use. You will develop productive strategies for planning and problem-solving that can be applied beyond your chosen area of study, making you a versatile academic as well as a productive professional. You will also enhance your research skills which you will draw on in both your dissertation and future career.

Self-Motivation and discipline

Studying at Masters level requires discipline and self-motivation from every candidate. You will have access to the expertise and helpful guidance of departmental staff, but you are ultimately responsible for devising and completing a sustained programme of scholarly research in pursuit of your Master’s degree. This process of independent study at an extremely high level will strengthen your skills as an independent and self-sufficient worker, a trait prized by most employers.

Transferable Skills

The Masters programme is designed to give you a range of transferable skills that you can apply in a variety of employment contexts. Upon graduation, you will have proven your abilities in structuring and communicating ideas efficiently, writing for and speaking to a range of audiences, evaluating and organizing information, working effectively with others and working within time frames and to specific deadlines. Whether you pursue a career in an information pathway or not, the prestige of your Masters will open doors for you into workplaces in every industry.

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The Master's of Research in Historical Research is a one-year course that is research-oriented and allows specialisation in particular research areas. Read more

Introduction

The Master's of Research in Historical Research is a one-year course that is research-oriented and allows specialisation in particular research areas. Students are allocated an individual supervisor to direct their independent study and plan the curriculum to reflect their interests and needs. Students should maintain regular contact with supervisors through email and an agreed schedule of meetings to discuss their work and review draft submissions.

The Master's of Research (MRes) is designed
- to enable students to become well-trained historians
and
- to demonstrate their fitness to undertake research to doctoral level at Stirling or other universities in Britain and overseas. Both are achieved through the completion of independent study modules, field seminars and skills training, under supervision.

There are four variants of the MRes in Historical Research:
- MRes in Historical Research: The American Revolutionary Era
- MRes in Historial Research: Medieval Scottish History
- MRes in Historical Research: Environmental History
- MRes in HIstorical Research: Modern European History and Politics

Students are allocated an individual supervisor to direct their independent study and plan the curriculum to reflect their interests and needs.

Accreditation

The MRes programme and all constituent modules are constructed in line with the University's academic procedures and are fully assessed and externally examined. The programme is recognised by both the Arts and Humanities Research Council and the Economic and Social Research Council both of whom have given PhD awards to outstanding Stirling graduates of the MRes.

Key information

- Degree type: MRes
- Study methods: Part-time, Full-time
- Duration: Full-time: 12 months Part-time: 24 months
- Start date: September
- Course Director: Dr Jim Smyth

Course objectives

This programme prepares you for further research:
- to co-ordinate the provision of additional or external skills training and to develop the application of research skills
- students will obtain practical experience of devising and applying a research method to interrogate primary sources
- qualitative and quantitative analyses
- the application of IT in information retrieval, especially bibliographical database software,
- communication skills, written and oral
- project design involving the conceptualisation of research questions and the presentation of data and data analysis

English language requirements

If English is not your first language you must have one of the following qualifications as evidence of your English language skills:
- IELTS: 6.5 with 6.0 minimum in each skill
- Cambridge Certificate of Proficiency in English (CPE): Grade C
- Cambridge Certificate of Advanced English (CAE): Grade B
- Pearson Test of English (Academic): 60 with 56 in each component
- IBT TOEFL: 90 with no subtest less than 20

For more information go to English language requirements https://www.stir.ac.uk/study-in-the-uk/entry-requirements/english/

If you don’t meet the required score you may be able to register for one of our pre-sessional English courses. To register you must hold a conditional offer for your course and have an IELTS score 0.5 or 1.0 below the required standard. View the range of pre-sessional courses http://www.intohigher.com/uk/en-gb/our-centres/into-university-of-stirling/studying/our-courses/course-list/pre-sessional-english.aspx .

Career opportunities

The MRes has been designed with three career destinations in mind:
- to prepare graduate students for further research at doctoral level
- as a route to an academic career
- as a higher degree in its own right

The MRes will also enhance continuing professional development, particularly in teaching, journalism, marketing, and heritage management through in-depth study of particular fields; by aiming to develop critical analytical skills and research techniques, the programme provides preparation for a wide variety of research-based careers in the public and private sectors.
Most of our graduates go on to study for a PhD either by continuing at Stirling or at another University in the UK, Europe or North America. Recent graduates have secured posts in firms and institutions as varied as Historic Scotland, Sea World, and the Defence Science and Technology Laboratory (Dstl).

Chances to expand your horizons
There is a lively series of guest lectures which students can attend on this programme.

Where are our graduates now?
The MRes has been designed with three career destinations in mind:
- to prepare graduate students for further research at doctoral level and as a route to an academic career
- as a higher degree in its own right
- to enhance continuing professional development, particularly in teaching, journalism, marketing, and heritage management through in-depth study of particular fields; by aiming to develop critical analytical skills and research techniques, the programme provides preparation for a wide variety of research-based careers in the public and private sectors

Employability

Skills you can develop through this programme
- command of a substantial body of historical knowledge
- understand how people have existed, acted and thought in the context of the past
- read and use texts and other source materials critically and empathetically
- appreciate the complexity and diversity of situations, events and past mentalities
- recognise there are ways of testing statements and that there are rules of evidence which require integrity and maturity
- reflect critically on the nature and theoretical underpinnings of the discipline
- marshall an argument, be self-disciplined and independent intellectually
- express themselves orally and in writing with coherence, clarity and fluency
- gather, organise and deploy evidence, data and information
- analyse and solve problems
- use effectively ICT, information retrieval and presentation skills
- exercise self-discipline, self-direction and initiative
- work with others and have respect for others’ reasoned views
- show empathy and imaginative insight
- prepare for further academic research such as a Phd

In addition, our students have the opportunity to further develop their transferable skills through voluntary internships working on collections of material held within the Division (The Scottish Political Archive and the University's own archive (e.g. UNESCO recognised Royal Scottish National Institution for mentally disabled children).

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This MSc teaches advanced analytical and computational skills for success in a data rich world. Read more
This MSc teaches advanced analytical and computational skills for success in a data rich world. Designed to be both mathematically rigorous and relevant, the programme covers fundamental aspects of machine learning and statistics, with potential options in information retrieval, bioinformatics, quantitative finance, artificial intelligence and machine vision.

Degree information

The programme aims to provide graduates with the foundational principles and the practical experience needed by employers in the area of machine learning and statistics. Graduates of this programme will have had the opportunity to develop their skills by tackling problems related to industrial needs or to leading-edge research.

Students undertake modules to the value of 180 credits.

The programme consists of four core modules (60 credits), four optional modules (60 credits) and a research project (60 credits). Please note that not all combinations of optional modules will be available due to timetabling restrictions.

Core modules
-Supervised Learning
-Statistical Modelling and Data Analysis
-Graphical Models or Probabilistic and Unsupervised Learning
Plus one of:
-Applied Bayesian Methods
-Statistical Design of Investigations
-Statistical Computing
-Statistical Inference

Optional modules - students select 60 credits from the following list:
-Advanced Topics in Machine Learning
-Affective Computing and Human-Robot Interaction
-Applied Bayesian Methods
-Approximate Inference and Learning in Probabilistic Models
-Computational Modelling for Biomedical Imaging
-Information Retrieval and Data Mining
-Machine Vision
-Selected Topics in Statistics
-Optimisation
-Statistical Design of Investigations
-Statistical Inference
-Statistical Natural Language Programming
-Stochastic Methods in Finance
-Stochastic Methods in Finance 2
-Advanced Topics in Statistics
-Mathematical Programming and Research Methods
-Intelligent Systems in Business

Dissertation/report
All MSc students undertake an independent research project, which culminates in a dissertation of 10,000-12,000 words.

Teaching and learning
The programme is delivered through a combination of lectures, discussions, practical sessions and project work. Student performance is assessed through unseen written examinations, coursework, practical application and the project assessment process.

Careers

There is a strong national and international demand for graduates with skills at the interface of traditional statistics and machine learning. Substantial sectors of UK industry, including leading, large companies already make extensive use of computational statistics and machine learning techniques in the course of their business activities. Globally there are a large number of very successful users of this technology, many located in the UK. Areas in which expertise in statistics and machine learning is in particular demand include; finance, banking, insurance, retail, e-commerce, pharmaceuticals, and computer security. Graduates have gone on to further study at, for example, the Universities of Cambridge, Helsinki, Chicago, as well as at UCL. The MSc is also ideal preparation for a PhD, in statistics, machine learning or a related area.

Top career destinations for this degree:
-Statistical and Algorithm Analyst, Telemetry
-Decision Scientist, Everline
-Computer Vision Researcher, Slyce
-Data Scientist, YouGov
-Research Engineer, DeepMind

Employability
Scientific experiments and companies now routinely generate vast databases and machine learning and statistical methodologies are core to their analysis. There is a considerable shortfall in the number of qualified graduates in this area internationally. CSML graduates have been in high demand for PhD positions across the sciences. In London there are many companies looking to understand their customers better who have hired our CSML graduates. Similarly graduates now work in companies in, amongst others, Germany, Iceland, France and the US in large-scale data analysis. The finance sector has also hired several graduates recently.

Why study this degree at UCL?

The Centre for Computational Statistics and Machine Learning (CSML) is a major European Centre for machine learning having coordinated the PASCAL European Network of Excellence.

Coupled with the internationally renowned Gatsby Computational Neuroscience and Machine Learning Unit, and UCL Statistical Science, this MSc programme draws on world-class research and teaching talents. The centre has excellent links with world-leading companies in internet technology, finance and related information areas.

The programme is designed to train students in both the practical and theoretical sides of machine learning. A significant grounding in computational statistics is also provided.

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The MRes covers web-related technologies and big data analytics. It is intended for students with a general science and engineering background and makes them well equipped to proceed to become the ideal choice for the best employers in internet-related industries and the areas requiring big data analytical skills. Read more
The MRes covers web-related technologies and big data analytics. It is intended for students with a general science and engineering background and makes them well equipped to proceed to become the ideal choice for the best employers in internet-related industries and the areas requiring big data analytical skills.

Degree information

Students will gain a detailed knowledge and understanding of the fundamental principles and technological components of the World Wide Web, learning not only the latest web search and information retrieval technologies and their underlying computational and statistical methods, but also studying essential large-scale data analytics to extract insights and patterns from vast amounts of unstructured data.

Students undertake modules to the value of 180 credits.

The programme consists of two core modules (30 credits), four option modules (60 credits), and the research dissertation (90 credits).

Core modules
-Investigating Research
-Researcher Professional Development

Optional modules
-Complex Networks and Web
-Web Economics
-Information Retrieval and Data Mining
-Distributed Systems and Security
-Multimedia Systems
-Or an elective module from other Computer Science programmes

Dissertation/report
All students undertake an independent research project which culminates in a substantial dissertation.

Teaching and learning
The programme is delivered through a combination of lectures, tutorials and seminars. Lectures are often supported by laboratory work with help from demonstrators. For the research project, each student is liaised with their academic or industrial supervisor to choose a study area of mutual interest. Student performance is assessed by unseen written examinations, coursework and the research dissertation.

Careers

Graduates from UCL are keenly sought by the world's leading organisations, and many progress in their careers to secure senior and influential positions. Graduates of our Web Science and Big Data Analytics programmes are expected to develop careers in scientific research, the internet-based industry and other professional areas that require big data analytics skills.

Employability
The skill set obtained from our MRes makes our students the ideal choice for the best employers in internet-related industries and sectors requiring big data analytics. The MRes has a unique industry connection as almost all our lecturers have industry experience. Through long-term collaborations with big players in the field such as Google, Microsoft and BT, their research is driven by the fundamental technical challenges faced by the industry. Throughout the degree, our students have the chance to interact with our industry collaborators and previous students, and have placement opportunities to address specific technical problems faced by the industry.

Why study this degree at UCL?

UCL Computer Science is recognised as a world leader in teaching and research, and was one of the top-rated departments in the country according to the UK government's recent Research Excellence Framework.

Our Master's programmes have some of the highest employment rates and starting salaries, with graduates entering a wide variety of industries, from entertainment to finance.

We take an experimental approach to our subject, enjoy the challenge and opportunity of entrepreneurial partnerships and place a high value on our extensive range of industrial collaborations.

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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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