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Data science combines computer science and statistics to solve exciting data-intensive problems in industry and in many fields of science. Read more
Data science combines computer science and statistics to solve exciting data-intensive problems in industry and in many fields of science. Data scientists help organisations make sense of their data. As data is collected and analysed in all areas of society, demand for professional data scientists is high and will grow higher. The emerging Internet of Things, for instance, will produce a whole new range of problems and opportunities in data analysis.

In the Data Science master’s programme, you will gain a solid understanding of the methods used in data science. You will learn not only to apply data science: you will acquire insight into how and why methods work so you will be able to construct solutions to new challenges in data science. In the Data Science master’s programme, you will also be able to work on problems specific to a scientific discipline and to combine domain knowledge with the latest data analysis methods and tools. The teachers of the programme are themselves active data science researchers, and the programme is heavily based on first-hand research experience.

Upon graduating from the Data Science MSc programme, you will have solid knowledge of the central concepts, theories, and research methods of data science as well as applied skills. In particular, you will be able to:
-Understand the general computational and probabilistic principles underlying modern machine learning and data mining algorithms.
-Apply various computational and statistical methods to analyse scientific and business data.
-Assess the suitability of each method for the purpose of data collection and use.
-Implement state-of-the-art machine learning solutions efficiently using high-performance computing platforms.
-Undertake creative work, making systematic use of investigation or experimentation, to discover new knowledge.
-Report results in a clear and understandable manner.
-Analyse scientific and industrial data to devise new applications and support decision making.

The MSc programme is offered jointly by the Department of Computer Science, the Department of Mathematics and Statistics, and the Department of Physics, with support from the Helsinki Institute for Information Technology (HIIT) and the Helsinki Institute of Physics (HIP), all located on the Kumpula Science campus. In your applied data science studies you can also include multidisciplinary studies from other master's programmes, such as digital humanities, and natural and medical sciences.

The University of Helsinki will introduce annual tuition fees to foreign-language Master’s programmes starting on August 1, 2017 or later. The fee ranges from 13 000-18 000 euros. Citizens of non-EU/EEA countries, who do not have a permanent residence status in the area, are liable to these fees. You can check this FAQ at the Studyinfo website whether or not you are required to pay tuition fees: https://studyinfo.fi/wp2/en/higher-education/higher-education-institutions-will-introduce-tuition-fees-in-autumn-2017/am-i-required-to-pay-tuition-fees/

Programme Contents

The Data Science MSc programme combines elements from computer science and mathematical sciences to provide you with skills in topics such as machine learning, distributed systems and statistical methods. You might also find that knowledge in a particular scientific field is useful for your future career. You can obtain this through minor studies in the MSc programme, or it might already be part of your bachelor-level degree.

Studies in the Data Science MSc programme include both theoretical and practical components, including a variety of study methods (lectures, exercises, projects, seminars; done both individually and in groups). Especially in applied data science, we also use problem-based learning methods, so that you can address real-world issues. You will also practise academic skills such as scientific writing and oral presentation throughout your studies. You are encouraged to include an internship in your degree in order to obtain practical experience in the field.

Minor studies give you a wider perspective of Data Science. Your minor subject can be an application area of Data Science (such as physics or the humanities), a discipline that supports application of Data Science (such as language technology), or a methodological subject needed for the development of new Data Science methods and models (such as computer science, statistics, or mathematics).

Selection of the Major

You can specialise either in the core areas of data science -- algorithms, infrastructure and statistics -- or in its applications. This means that you can focus on the development of new models and methods in data science, supported by the data science research carried out at the University of Helsinki; or you can become a data science specialist in an application field by incorporating studies in another subject. In addition to mainstream data science topics, the programme offers two largely unique opportunities for specialisation: the data science computing environment and infrastructure, and data science in natural sciences, especially physics.

Programme Structure

You should be able to complete the MSc Programme in Data Science of 120 credits (ECTS) in two years of full-time study. The programme consists of:
-Common core studies of basic data science courses.
-Several modules on specific topics within data science algorithms, data science infrastructures and statistical data science, and on data science tools.
-Seminars and colloquia.
-Courses on academic skills and tools.
-Possibly an internship in a research group or company.
-Studies in an application domain.
-Master’s thesis (30 credits).

Career Prospects

Industry and science are flooded with data and are struggling to make sense of it. There is urgent demand for individuals trained to analyse data, including massive and heterogeneous data. For this reason, the opportunities are expected to grow dramatically. The interdisciplinary Data Science MSc programme will train you to work in data-intensive areas of industry and science, with the skills and knowledge needed to construct solutions to complex data analysis problems.

If you are focusing on the core areas of data science, you will typically find employment as a researcher or consultant, sometimes after taking a PhD in Computer Science or Statistics to deepen your knowledge of the field and research methods. If your focus is on the use of data science for specific applications, you will typically find work in industry or in other fields of science such as physics, digital humanities, biology or medicine.

Internationalization

The Data Science MSc is an international programme, with students from around the world and an international research environment. All of the departments taking part in the programme are internationally recognised for their research and a significant fraction of the teaching and research staff come from abroad.

The departments participate in international student exchange programmes and offer you the chance to include international experience as part of your degree. Data Science itself is an international field, so once you graduate you can apply for jobs in any country.

In the programme, all courses are in English. Although the Helsinki area is quite cosmopolitan and English is widely spoken, you can also take courses to learn Finnish at the University of Helsinki Language Centre. The Language Centre also offers an extensive programme of foreign language courses for those interested in learning other languages.

Research Focus

The MSc programme in Data Science is offered jointly by three departments and two research institutes. Their research covers a wide spectrum of the many aspects of data science. At a very general level, the focal areas are:
-Machine learning and data mining
-Distributed computation and computational infrastructures
-Statistical modelling and analysis
-Studies in the programme are tightly connected to research carried out in the participating departments and institutes.

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The Department of Education offers a one-year (12 month) taught full time MA in Science Education. This programme will be attractive to all those who have an interest in science education, whether as teachers, researchers or policy makers. Read more
The Department of Education offers a one-year (12 month) taught full time MA in Science Education. This programme will be attractive to all those who have an interest in science education, whether as teachers, researchers or policy makers. Applications are welcomed from both home and international students.

Applicants are strongly advised to ensure that they submit applications no later than 1st September if they wish to begin a course of study beginning in the same year. No guarantee can be offered that applications received after this date will be processed for a September start date.

The Department also welcomes applications from people interested in studying for a PhD in science education in its areas of expertise (see below).

Why come to York?

The University of York Science Education Group (UYSEG) has an outstanding international reputation for the excellence of its work in research and curriculum development in science education. Our school science programmes such as Science: the Salters Approach, Salters Advanced Chemistry, Salters Horners Advanced Physics and, most recently, Salters Nuffield Advanced Biology and 21st Century Science are widely used in this country, and have received international acclaim. Science: the Salters Approach and Salters Advanced Chemistry have been adapted for use in many other countries, including Belgium, Hong Kong, The Netherlands, New Zealand, Russia, South Africa, Spain, Swaziland and the USA. If you come to York, you will have the opportunity to work with one of the leading groups in science education.

As members of the University of York Science Education Group, the science education staff in the Department of Education have made a significant contribution to the high profile of science education at York. Science specialist staff currently in the Department include Professor Robin Millar, Professor Judith Bennett, Martin Braund and Fred Lubben. All hold major grants for research and development in science education.

Areas of expertise include assessment, attitudes to science, the use of context-based approaches to the teaching of science, curriculum development (including international collaboration on projects), evaluation of curriculum interventions, gender issues in science education, practical work in science, scientific literacy, systematic reviews of research literature, and the transition from primary to secondary school. Current international work includes involvement in the PISA (Programme for International Student Assessment) project and a number of initiatives in Southern Africa.

The reputation of the University of York Science Education Group was a major contributory factor in York being chosen as the home of the new National Science Learning Centre, which opened in September 2005 and offers a programme of professional development courses for science teachers.

Programme Aims

The programme offers specialist tuition within an established framework for MA provision in the Department. The aims of the programme are:
-To enhance knowledge and understanding in science education
-To develop educational research capabilities and skills in the fields of education and science education
-To contribute, where appropriate, to professional development by enhancing capacity to investigate aspects of one or more of educational theory, policy and practice

Programme Content

Term 1
-Science, Education and Society (20 credits)
-Research methods in education (20 credits)

One option module from a list of about 10 (20 credits). Options are likely to include:
-Bilingualism
-Citizenship education
-Cross-linguistic influences in second language acquisition
-Discourse Analysis
-Education and social justice
-Evaluating ESOL classroom practice
-Intercultural communication in education
-Learning and teaching second/foreign language reading
-Motivation in education
-Teaching and assessing speaking skills
-Teaching and assessing writing skills
-Teaching and learning in schools
-Teaching World English
-Topics in second language acquisition

Term 2
-Recent research and innovation in science education (20 credits)

One option module from a list of about 10 (20 credits). Options are likely to include:
-Approaches to English teaching
-Contemporary issues in teaching
-Cross-cultural perspectives on language and discourse
-Developmental Psycholinguistics
-Learning and teaching grammar in a second language
-Pragmatics: language, meaning and communication
-Psychology of language and language learning
-Qualitative and quantitative data analysis
-Teaching and learning citizenship and global education
-Teaching English for academic purposes
-The practice of English language teaching
-Testing and assessment in English language teaching

Term 3
Planning and Communicating Research (20 credits). Classes are spread over Terms 2 and 3.

The third term and the summer is also devoted to writing a dissertation (60 credits) based on a small-scale research study to be submitted by early September.

Students will also be able to attend the department series of research seminars for Masters students which includes talks by visiting speakers.

Assessment

Students will complete:
-Four assessed coursework essay assignments (each 4,000 to 5,000 words in length)
-An exam in Research Methods in Education
-An assessed presentation + dissertation outline + ethics audit
-A dissertation of 12,000 words in length

Careers

Our graduates find employment in a wide range of sectors within education, but also in journalism, information management, human resources and other careers.

Our postgraduate courses can be used to complement teacher training/development programmes and voluntary or paid roles which focus on the more practical elements of teaching. However, other than our PGCE, our courses are not teacher training programmes in themselves.

Read less
Our Primary and Secondary PGCEs are "Outstanding" (Ofsted, 2015). All our Education courses have been developed in collaboration with Partnership schools and the National College for Teaching and Leadership (NCTL). Read more

About the course

Our Primary and Secondary PGCEs are "Outstanding" (Ofsted, 2015).

All our Education courses have been developed in collaboration with Partnership schools and the National College for Teaching and Leadership (NCTL). This ensures not only the highest possible quality of provision, but also relevance in reflecting national and school-level priorities in Education.

Aims

The Brunel Science Postgraduate Certificate (PGCE) is a M-level course with 60 credits that can contribute to further Master's level study in Education, subject to approval.

The course will equip you with the knowledge, understanding and skills necessary to teach science and the ability to:

Demonstrate an understanding of the vital role of the teacher and the school in ensuring excellence in the educational experiences of young people

Undertake professional practice which enables you to evidence the Teachers’ Standards which facilitate the award of Qualified Teacher Status

Understand the relationships between Education and science within current national and government frameworks, and critically reflect on the impact of these in the work of schools and the educational experiences of young people

Recognise the contribution that science as part of the whole school curriculum makes to the development of the individual learner and groups of learners

Think critically about what it means to be scientifically educated and how this informs curriculum planning and design within the subject area

Apply a thorough knowledge and understanding of science (Physics) National Curriculum to the planning of curriculum experiences for pupils in school

Demonstrate competence and confidence in your ability to teach across the contexts for pupil learning in the mathematics National Curriculum range and content, applying principles of continuity and progression

Use subject knowledge and relevant course specifications to plan and deliver the 14-16 curriculum including examination and vocational courses

Demonstrate an understanding of the subject knowledge and specification requirements for the 16-19 curriculum

Utilise a range of teaching strategies to meet the identified learning needs of a wide range of pupils

Utilise a range of resources, including information and communication technology, to enhance pupil learning in physics

Understand the importance of safe practice and safeguarding and apply these in working with young people both within and beyond lessons

Use a wide range of class management strategies to maximise pupil learning

Understand the principles of inclusion and apply these to ensure equality of opportunity for all pupils in the subject area

Understand national frameworks for assessment within the subject area and use these to support the recording and analysis of data, and the subsequent use of this to plan the next phase of learning

Raise the status of the subject area by demonstrating high standards of professionalism at all times

Understand the crucial role of professional learning for the teacher, the pupils and schools.

Course Content

The PGCE is an intensive programme, which combines an exploration of principles and methods of teaching and learning with practical school-based teaching placements. It lasts for 36 weeks from early September to late June.

The Secondary programme prepares you to work with pupils aged 11-16. At the heart of our programmes is a vision that our student teachers’ teaching will impact positively on pupil progress over time in schools and that our Partnership activities with schools will contribute to school improvement. We aspire for all our students to be outstanding teachers.

The PGCE Secondary courses are structured around three modules, which share a generic General Professional Education (GPE) component. The GPE programme involves an enquiry based learning approach, which combines taught sessions with independent professional learning activities (PLAs). These PLAs require independent research, which is either school-related or school-based. The three PGCE modules are:

1. Education Studies I
This module covers the following GPE themes:

Professionalism, values and reflective practice;
Safeguarding, child protection and e-safety;
Understanding curriculum and the National Curriculum;
Supporting learners, learning and effective behaviour management;
Inclusive education, with a specific focus on supporting pupils with SEND and SEBD;
Effective planning and teaching to promote pupil progress;
Assessment and its role in promoting effective learning.

You will also focus on teaching and learning issues of particular concern to your phase or subject specialism.

2. Education Studies II
This module covers the following GPE themes:

Applying for your first post;
Understanding data analysis to support effective teaching and learning;
Behaviour for learning and the wider professional responsibilities of the subject teacher;
Inclusive education, with a specific focus on supporting pupils with English as an Additional Language, pupils receiving the Pupil Premium and able pupils;
Safeguarding with a focus on the Prevent and Channel national strategy and bullying and homophobic bullying.

You will also continue to focus on teaching and learning issues of particular concern to your phase or subject specialism.

3. Education Studies III
This module focuses specifically on supporting student teachers to make an effective transition into their first post and examines the following themes in GPE:

Preparing for induction and the professional learning action plan for your first post;
Pathways into leadership in education;
Learning outside the classroom;
Contributing to the wider aspects of the formal and informal curriculum and your wider professional role as a teacher.

Subject Specific Course Content

As a qualified science teacher you may be required to teach National Curriculum general science to Key Stage 4, as well as your particular specialism to ‘A’ level and beyond. To this end, the course aims to facilitate your transformation into a well-educated, well-trained, confident and motivated science educator.

Along with English and mathematics, science is one of the three core subjects of the National Curriculum and since all pupils have to study a broad, balanced curriculum in science there is a demand for well-qualified and skilled science teachers. Most pupils entering secondary school are excited at the prospect of work, for the first time in a fully equipped laboratory, and secondary school science teachers have to build upon and sustain this interest for the subject.

To meet this challenge we need capable, skilled and enthusiastic teachers who are able to motivate young people and lead them to discover the wonders of science.

School Experience

School-based professional learning is a compulsory element of all programmes leading to a recommendation for QTS. The course involves the statutory requirement of at least 120 days of school experience in the form of block school placements undertaken in at least two different contexts.

Our current partnership schools are mainly located in the West London area and adjoining Home Counties. We have developed close links with a number of very good schools over a number of years, and offer placements within carefully chosen schools that provide an appropriate professional learning experience. The ethnic and cultural diversity of the schools we work with is a distinctive aspect of our provision and we are equally proud of the diversity of our student teacher cohort, who reflect the communities in which many of them go on to work as teachers.

We also offer student teachers the opportunity to experience placements in alternative settings, which include special schools, Pupil Referral Units (PRUs), young offenders institutions. This further demonstrates our commitment to preparing teachers to work with young people in a diverse range of educational contexts.

You will be allocated a school-based mentor, selected for their experience and expertise, who is there to help you develop and learn while you are on placement. The importance of this person should not be underestimated. Teaching is a very challenging profession and with the help of your school-based mentor and your University tutor we aim to make sure that you have support every step of the way, encouraging reflection and development.

Disclosure and Barring Service (DBS), Childcare Disqualification and Prohibition Orders

As an accredited provider of Initial Teacher Education we have to have regard to the Department for Education’s statutory guidance Keeping Children Safe in Education, when carrying out their duties to safeguard and promote the welfare of children. We ensure that all student teachers have been subject to Disclosure and Barring Service (DBS) criminal records checks, including a check of the children’s barred list. The Department for Education has published statutory guidance on the application to schools of the Childcare (Disqualification) Regulations 2009 and related obligations under the Childcare Act 2006.

We undertake our responsibility to ensure that the student teachers are not, therefore, disqualified from childcare or that the student teacher has obtained a childcare disqualification waiver from Ofsted. We also check that candidates are not subject to a prohibition order for teaching issued by the Secretary of State.

Teaching

We adopt an enquiry-based learning approach in our PGCE Secondary courses where students are encouraged to research and investigate a range of broad and subject specific educational themes and issues and bring their findings back for discussion in interactive lectures, workshops and seminars. These themes and issues address national, regional and partnership priorities as well as specific areas for investigation with the subject area.

Assessment

Postgraduate Certificate in Education (PGCE)
The PGCE Secondary programme carries 60 Master’s Level credits and requires you to successfully complete three formally assessed pieces of academic work during the year.
All of these assessments also require an accompanying portfolio of evidence.
The Master’s Level credits provide an excellent foundation for future academic and professional study.

Qualified Teacher Status (QTS)
Alongside the PGCE academic award for your programme, you will also be assessed for the recommendation of QTS. In order to be recommended for QTS you are required to demonstrate that you have met the Teachers’ Standards (DfE, 2013) in both the University and in school and alternative education settings. All aspects of the programme are designed around you being able to demonstrate that you are meeting the Teachers’ Standards.

Part 1 of the Teachers’ Standards require you to:

Set high expectations which inspire, motivate and challenge pupils
Promote good progress and outcomes by pupils
Demonstrate good subject and curriculum knowledge
Plan and teach well structured lessons
Adapt teaching to respond to the strengths and needs of all pupils
Make accurate and productive use of assessment
Manage behaviour effectively to ensure a good and safe learning environment
Fulfil wider professional responsibilities
(Teachers’ Standards, DfE, 2013)

Part 2 of the Teachers’ Standards require students to demonstrate the highest standards of personal and professional conduct.

As the PGCE is a professional course, 100% attendance is an expectation.

Recommendation for Qualified Teacher Status will be made by the Secondary PGCE Examination Board for all those who successfully demonstrate the Teachers’ Standards as shown in the requirements for University and school-based work.

Special Features

As a leading centre of education and with roots in teacher education dating back to 1798, we are able to provide first class teacher education that is internationally recognised.

A Brunel PGCE is a recognised symbol of quality teacher education which accounts for our high employment rates.

At the heart of our programmes is a vision that our student teachers’ teaching will impact positively on pupil progress over time in schools and that our partnership activities with schools will contribute to school improvement. We aspire for all our students to be outstanding teachers.

You will benefit from an established partnership between Brunel and a variety of educational institutions and local schools. Brunel education degrees offer multicultural placement learning opportunities. For example, our location in West London and our diverse and well-established schools network means you will gain highly-valued placement learning experiences in vibrant multicultural schools.

Beyond ITE, for early career teachers we offer the Masters in Teaching (MAT), where students can utilise their 60 PGCE Masters level credits to continue their postgraduate studies part-time, whilst also meeting the requirements outlined for Newly Qualified Teachers (NQTs) and early career development. Where schools have qualified for Enhanced Partnership status with Brunel University London, NQTs in those schools have access to the first year MAT module for free, illustrating our commitment to supporting NQTs into and through their first year of teaching. We also offer a Masters in Education (MAEd), a Doctorate in Education (EdDoc) and PhD postgraduate routes through the Department of Education. This continuum of provision ensures a commitment to teacher education and professional learning at all stages and the growing community of professional practice strengthens our Partnership.

Staff are nationally and internationally recognised for their research, and liaise with government and other agencies on education policy issues. The Department of Education is host to a number of research centres, including the Brunel Able Children’s Centre. The process of learning is informed by cutting-edge research by staff in the strands of: Science, Technology, Engineering and Mathematics (STEM) and Pedagogy and Professional Practice (PPP).

You can take advantage of free access to our excellent University Academic Skills service, ASK.

We have an award winning Professional Development Centre.

Our library has been nominated for national awards for its outstanding provision.

We have on-site volunteering opportunities through our Brunel Volunteers provision.

Our Disability and Dyslexia Service team have an excellent track record of support for students.

Our Union of Brunel Students provides you with a range of additional support and a broad range of extra-curricular opportunities and social events.

There is excellent University-wide access to PCs and the Internet, as well as free loan of media equipment and music/recording studios, and web space on the University server.

Read less
Our Primary and Secondary PGCEs are "Outstanding" (Ofsted, 2015). All our Education courses have been developed in collaboration with Partnership schools and the National College for Teaching and Leadership (NCTL). Read more

About the course

Our Primary and Secondary PGCEs are "Outstanding" (Ofsted, 2015).

All our Education courses have been developed in collaboration with Partnership schools and the National College for Teaching and Leadership (NCTL). This ensures not only the highest possible quality of provision, but also relevance in reflecting national and school-level priorities in Education.

Aims

School and Local Authorities are increasingly seeking to employ teachers with not only high levels of competence and skill in classroom practice, but practitioners who have advanced subject knowledge for teaching and enhanced knowledge of systems and theories relevant to education. Therefore, the aims of this program are:

-to enable student teachers to develop a critical understanding of issues and theories that impact upon classroom practice in teaching, learning and assessment in secondary schools;
-to support student teachers in their exploration and critical reflection on their own and others practice in relation to national and regional priorities and policies and current research relevant to the Key Stages for this programme;
-to promote student teachers' practical teaching skills and subject knowledge for teaching across the relevant Key Stages for this programme, making links with relevant theory to inform practice.

The programme aims to further develop students' existing transferable skills in communication, literacy, numeracy and critical reasoning. It is suitable for those who wish to gain employment as teachers and who aspire to progress to leadership and management roles in schools or in the wider world of education. It will provide an excellent foundation for progression to either higher academic or advanced professional qualifications.

Course Content

The PGCE is an intensive programme, which combines an exploration of principles and methods of teaching and learning with practical school-based teaching placements. It lasts for 36 weeks from early September to late June.

The Secondary programme prepares you to work with pupils aged 11-16. At the heart of our programmes is a vision that our student teachers’ teaching will impact positively on pupil progress over time in schools and that our Partnership activities with schools will contribute to school improvement. We aspire for all our students to be outstanding teachers.

The PGCE Secondary courses are structured around three modules, which share a generic General Professional Education (GPE) component. The GPE programme involves an enquiry based learning approach, which combines taught sessions with independent professional learning activities (PLAs). These PLAs require independent research, which is either school-related or school-based. The three PGCE modules are:

1. Education Studies I

This module covers the following GPE themes:
Professionalism, values and reflective practice;
Safeguarding, child protection and e-safety;
Understanding curriculum and the National Curriculum;
Supporting learners, learning and effective behaviour management;
Inclusive education, with a specific focus on supporting pupils with SEND and SEBD;
Effective planning and teaching to promote pupil progress;
Assessment and its role in promoting effective learning.
You will also focus on teaching and learning issues of particular concern to your phase or subject specialism.

2. Education Studies II

This module covers the following GPE themes:
Applying for your first post:
Understanding data analysis to support effective teaching and learning;
Behaviour for learning and the wider professional responsibilities of the subject teacher;
Inclusive education, with a specific focus on supporting pupils with English as an Additional Language, pupils receiving the Pupil Premium and able pupils;
Safeguarding with a focus on the Prevent and Channel national strategy and bullying and homophobic bullying.
You will also continue to focus on teaching and learning issues of particular concern to your phase or subject specialism.

3. Education Studies III

This module focuses specifically on supporting student teachers to make an effective transition into their first post and examines the following themes in GPE:
Preparing for induction and the professional learning action plan for your first post;
Pathways into leadership in education;
Learning outside the classroom;
Contributing to the wider aspects of the formal and informal curriculum and your wider professional role as a teacher.

Subject Specific Course Content

As a qualified science teacher you may be required to teach National Curriculum general science to Key Stage 4, as well as your particular specialism to ‘A’ level and beyond. To this end, the course aims to facilitate your transformation into a well-educated, well-trained, confident and motivated science educator.

Along with English and mathematics, science is one of the three core subjects of the National Curriculum and since all pupils have to study a broad, balanced curriculum in science there is a demand for well-qualified and skilled science teachers. Most pupils entering secondary school are excited at the prospect of work, for the first time in a fully equipped laboratory, and secondary school science teachers have to build upon and sustain this interest for the subject.

To meet this challenge we need capable, skilled and enthusiastic teachers who are able to motivate young people and lead them to discover the wonders of science.

School Experience

School-based professional learning is a compulsory element of all programmes leading to a recommendation for QTS. The course involves the statutory requirement of at least 120 days of school experience in the form of block school placements undertaken in at least two different contexts.

Our current partnership schools are mainly located in the West London area and adjoining Home Counties. We have developed close links with a number of very good schools over a number of years, and offer placements within carefully chosen schools that provide an appropriate professional learning experience. The ethnic and cultural diversity of the schools we work with is a distinctive aspect of our provision and we are equally proud of the diversity of our student teacher cohort, who reflect the communities in which many of them go on to work as teachers.

We also offer student teachers the opportunity to experience placements in alternative settings, which include special schools, Pupil Referral Units (PRUs), young offenders institutions. This further demonstrates our commitment to preparing teachers to work with young people in a diverse range of educational contexts.

You will be allocated a school-based mentor, selected for their experience and expertise, who is there to help you develop and learn while you are on placement. The importance of this person should not be underestimated. Teaching is a very challenging profession and with the help of your school-based mentor and your University tutor we aim to make sure that you have support every step of the way, encouraging reflection and development.

Disclosure and Barring Service (DBS), Childcare Disqualification and Prohibition Orders

As an accredited provider of Initial Teacher Education we have to have regard to the Department for Education’s statutory guidance Keeping Children Safe in Education, when carrying out their duties to safeguard and promote the welfare of children. We ensure that all student teachers have been subject to Disclosure and Barring Service (DBS) criminal records checks, including a check of the children’s barred list. The Department for Education has published statutory guidance on the application to schools of the Childcare (Disqualification) Regulations 2009 and related obligations under the Childcare Act 2006.

We undertake our responsibility to ensure that the student teachers are not, therefore, disqualified from childcare or that the student teacher has obtained a childcare disqualification waiver from Ofsted. We also check that candidates are not subject to a prohibition order for teaching issued by the Secretary of State.

Learning and Teaching

We adopt an enquiry-based learning approach in our PGCE Secondary courses where students are encouraged to research and investigate a range of broad and subject specific educational themes and issues and bring their findings back for discussion in interactive lectures, workshops and seminars. These themes and issues address national, regional and partnership priorities as well as specific areas for investigation with the subject area.

Assessment

Postgraduate Certificate in Education (PGCE)
The PGCE Secondary programme carries 60 Master’s Level credits and requires you to successfully complete three formally assessed pieces of academic work during the year.
All of these assessments also require an accompanying portfolio of evidence.
The Master’s Level credits provide an excellent foundation for future academic and professional study.

Qualified Teacher Status (QTS)
Alongside the PGCE academic award for your programme, you will also be assessed for the recommendation of QTS. In order to be recommended for QTS you are required to demonstrate that you have met the Teachers’ Standards (DfE, 2013) in both the University and in school and alternative education settings. All aspects of the programme are designed around you being able to demonstrate that you are meeting the Teachers’ Standards.

Part 1 of the Teachers’ Standards require you to:

Set high expectations which inspire, motivate and challenge pupils
Promote good progress and outcomes by pupils
Demonstrate good subject and curriculum knowledge
Plan and teach well structured lessons
Adapt teaching to respond to the strengths and needs of all pupils
Make accurate and productive use of assessment
Manage behaviour effectively to ensure a good and safe learning environment
Fulfil wider professional responsibilities
(Teachers’ Standards, DfE, 2013)

Part 2 of the Teachers’ Standards require students to demonstrate the highest standards of personal and professional conduct.

As the PGCE is a professional course, 100% attendance is an expectation.

Recommendation for Qualified Teacher Status will be made by the Secondary PGCE Examination Board for all those who successfully demonstrate the Teachers’ Standards as shown in the requirements for University and school-based work.

Special Features

As a leading centre of education and with roots in teacher education dating back to 1798, we are able to provide first class teacher education that is internationally recognised.

A Brunel PGCE is a recognised symbol of quality teacher education which accounts for our high employment rates.

At the heart of our programmes is a vision that our student teachers’ teaching will impact positively on pupil progress over time in schools and that our partnership activities with schools will contribute to school improvement. We aspire for all our students to be outstanding teachers.

You will benefit from an established partnership between Brunel and a variety of educational institutions and local schools. Brunel education degrees offer multicultural placement learning opportunities. For example, our location in West London and our diverse and well-established schools network means you will gain highly-valued placement learning experiences in vibrant multicultural schools.

Beyond ITE, for early career teachers we offer the Masters in Teaching (MAT), where students can utilise their 60 PGCE Masters level credits to continue their postgraduate studies part-time, whilst also meeting the requirements outlined for Newly Qualified Teachers (NQTs) and early career development. Where schools have qualified for Enhanced Partnership status with Brunel University London, NQTs in those schools have access to the first year MAT module for free, illustrating our commitment to supporting NQTs into and through their first year of teaching. We also offer a Masters in Education (MAEd), a Doctorate in Education (EdDoc) and PhD postgraduate routes through the Department of Education. This continuum of provision ensures a commitment to teacher education and professional learning at all stages and the growing community of professional practice strengthens our Partnership.

Staff are nationally and internationally recognised for their research, and liaise with government and other agencies on education policy issues. The Department of Education is host to a number of research centres, including the Brunel Able Children’s Centre. The process of learning is informed by cutting-edge research by staff in the strands of: Science, Technology, Engineering and Mathematics (STEM) and Pedagogy and Professional Practice (PPP).

You can take advantage of free access to our excellent University Academic Skills service, ASK.

We have an award winning Professional Development Centre.

Our library has been nominated for national awards for its outstanding provision.

We have on-site volunteering opportunities through our Brunel Volunteers provision.

Our Disability and Dyslexia Service team have an excellent track record of support for students.

Our Union of Brunel Students provides you with a range of additional support and a broad range of extra-curricular opportunities and social events.

There is excellent University-wide access to PCs and the Internet, as well as free loan of media equipment and music/recording studios, and web space on the University server.

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Our Primary and Secondary PGCEs are "Outstanding" (Ofsted, 2015). All our Education courses have been developed in collaboration with Partnership schools and the National College for Teaching and Leadership (NCTL). Read more

About the course

Our Primary and Secondary PGCEs are "Outstanding" (Ofsted, 2015).

All our Education courses have been developed in collaboration with Partnership schools and the National College for Teaching and Leadership (NCTL). This ensures not only the highest possible quality of provision, but also relevance in reflecting national and school-level priorities in Education.

Aims

School and Local Authorities are increasingly seeking to employ teachers with not only high levels of competence and skill in classroom practice, but practitioners who have advanced subject knowledge for teaching and enhanced knowledge of systems and theories relevant to education. Therefore, the aims of this program are:

-to enable student teachers to develop a critical understanding of issues and theories that impact upon classroom practice in teaching, learning and assessment in secondary schools;
-to support student teachers in their exploration and critical reflection on their own and others practice in relation to national and regional priorities and policies and current research relevant to the Key Stages for this programme;
-to promote student teachers' practical teaching skills and subject knowledge for teaching across the relevant Key Stages for this programme, making links with relevant theory to inform practice.

The programme aims to further develop students' existing transferable skills in communication, literacy, numeracy and critical reasoning. It is suitable for those who wish to gain employment as teachers and who aspire to progress to leadership and management roles in schools or in the wider world of education. It will provide an excellent foundation for progression to either higher academic or advanced professional qualifications.

Course Content

The PGCE is an intensive programme, which combines an exploration of principles and methods of teaching and learning with practical school-based teaching placements. It lasts for 36 weeks from early September to late June.

The Secondary programme prepares you to work with pupils aged 11-16. At the heart of our programmes is a vision that our student teachers’ teaching will impact positively on pupil progress over time in schools and that our Partnership activities with schools will contribute to school improvement. We aspire for all our students to be outstanding teachers.

The PGCE Secondary courses are structured around three modules, which share a generic General Professional Education (GPE) component. The GPE programme involves an enquiry based learning approach, which combines taught sessions with independent professional learning activities (PLAs). These PLAs require independent research, which is either school-related or school-based. The three PGCE modules are:

1. Education Studies I
This module covers the following GPE themes:

Professionalism, values and reflective practice;
Safeguarding, child protection and e-safety;
Understanding curriculum and the National Curriculum;
Supporting learners, learning and effective behaviour management;
Inclusive education, with a specific focus on supporting pupils with SEND and SEBD;
Effective planning and teaching to promote pupil progress;
Assessment and its role in promoting effective learning.

You will also focus on teaching and learning issues of particular concern to your phase or subject specialism.

2. Education Studies II
This module covers the following GPE themes:

Applying for your first post;
Understanding data analysis to support effective teaching and learning;
Behaviour for learning and the wider professional responsibilities of the subject teacher;
Inclusive education, with a specific focus on supporting pupils with English as an Additional Language, pupils receiving the Pupil Premium and able pupils;
Safeguarding with a focus on the Prevent and Channel national strategy and bullying and homophobic bullying.
You will also continue to focus on teaching and learning issues of particular concern to your phase or subject specialism.

3. Education Studies III
This module focuses specifically on supporting student teachers to make an effective transition into their first post and examines the following themes in GPE:

Preparing for induction and the professional learning action plan for your first post;
Pathways into leadership in education;
Learning outside the classroom;
Contributing to the wider aspects of the formal and informal curriculum and your wider professional role as a teacher.

Subject Specific Course Content

As a qualified science teacher you may be required to teach National Curriculum general science to Key Stage 4, as well as your particular specialism to ‘A’ level and beyond. To this end, the course aims to facilitate your transformation into a well-educated, well-trained, confident and motivated science educator.

Along with English and mathematics, science is one of the three core subjects of the National Curriculum and since all pupils have to study a broad, balanced curriculum in science there is a demand for well-qualified and skilled science teachers. Most pupils entering secondary school are excited at the prospect of work, for the first time in a fully equipped laboratory, and secondary school science teachers have to build upon and sustain this interest for the subject.

To meet this challenge we need capable, skilled and enthusiastic teachers who are able to motivate young people and lead them to discover the wonders of science.

School Experience

School-based professional learning is a compulsory element of all programmes leading to a recommendation for QTS. The course involves the statutory requirement of at least 120 days of school experience in the form of block school placements undertaken in at least two different contexts.

Our current partnership schools are mainly located in the West London area and adjoining Home Counties. We have developed close links with a number of very good schools over a number of years, and offer placements within carefully chosen schools that provide an appropriate professional learning experience. The ethnic and cultural diversity of the schools we work with is a distinctive aspect of our provision and we are equally proud of the diversity of our student teacher cohort, who reflect the communities in which many of them go on to work as teachers.

We also offer student teachers the opportunity to experience placements in alternative settings, which include special schools, Pupil Referral Units (PRUs), young offenders institutions. This further demonstrates our commitment to preparing teachers to work with young people in a diverse range of educational contexts.

You will be allocated a school-based mentor, selected for their experience and expertise, who is there to help you develop and learn while you are on placement. The importance of this person should not be underestimated. Teaching is a very challenging profession and with the help of your school-based mentor and your University tutor we aim to make sure that you have support every step of the way, encouraging reflection and development.

Disclosure and Barring Service (DBS), Childcare Disqualification and Prohibition Orders

As an accredited provider of Initial Teacher Education we have to have regard to the Department for Education’s statutory guidance Keeping Children Safe in Education, when carrying out their duties to safeguard and promote the welfare of children. We ensure that all student teachers have been subject to Disclosure and Barring Service (DBS) criminal records checks, including a check of the children’s barred list. The Department for Education has published statutory guidance on the application to schools of the Childcare (Disqualification) Regulations 2009 and related obligations under the Childcare Act 2006.

We undertake our responsibility to ensure that the student teachers are not, therefore, disqualified from childcare or that the student teacher has obtained a childcare disqualification waiver from Ofsted. We also check that candidates are not subject to a prohibition order for teaching issued by the Secretary of State.

Teaching

We adopt an enquiry-based learning approach in our PGCE Secondary courses where students are encouraged to research and investigate a range of broad and subject specific educational themes and issues and bring their findings back for discussion in interactive lectures, workshops and seminars. These themes and issues address national, regional and partnership priorities as well as specific areas for investigation with the subject area.

Assessment

Postgraduate Certificate in Education (PGCE)
The PGCE Secondary programme carries 60 Master’s Level credits and requires you to successfully complete three formally assessed pieces of academic work during the year.
All of these assessments also require an accompanying portfolio of evidence.
The Master’s Level credits provide an excellent foundation for future academic and professional study.

Qualified Teacher Status (QTS)
Alongside the PGCE academic award for your programme, you will also be assessed for the recommendation of QTS. In order to be recommended for QTS you are required to demonstrate that you have met the Teachers’ Standards (DfE, 2013) in both the University and in school and alternative education settings. All aspects of the programme are designed around you being able to demonstrate that you are meeting the Teachers’ Standards.

Part 1 of the Teachers’ Standards require you to:

Set high expectations which inspire, motivate and challenge pupils
Promote good progress and outcomes by pupils
Demonstrate good subject and curriculum knowledge
Plan and teach well structured lessons
Adapt teaching to respond to the strengths and needs of all pupils
Make accurate and productive use of assessment
Manage behaviour effectively to ensure a good and safe learning environment
Fulfil wider professional responsibilities
(Teachers’ Standards, DfE, 2013)

Part 2 of the Teachers’ Standards require students to demonstrate the highest standards of personal and professional conduct.

As the PGCE is a professional course, 100% attendance is an expectation.

Recommendation for Qualified Teacher Status will be made by the Secondary PGCE Examination Board for all those who successfully demonstrate the Teachers’ Standards as shown in the requirements for University and school-based work.

Special Features

As a leading centre of education and with roots in teacher education dating back to 1798, we are able to provide first class teacher education that is internationally recognised.

A Brunel PGCE is a recognised symbol of quality teacher education which accounts for our high employment rates.

At the heart of our programmes is a vision that our student teachers’ teaching will impact positively on pupil progress over time in schools and that our partnership activities with schools will contribute to school improvement. We aspire for all our students to be outstanding teachers.

You will benefit from an established partnership between Brunel and a variety of educational institutions and local schools. Brunel education degrees offer multicultural placement learning opportunities. For example, our location in West London and our diverse and well-established schools network means you will gain highly-valued placement learning experiences in vibrant multicultural schools.

Beyond ITE, for early career teachers we offer the Masters in Teaching (MAT), where students can utilise their 60 PGCE Masters level credits to continue their postgraduate studies part-time, whilst also meeting the requirements outlined for Newly Qualified Teachers (NQTs) and early career development. Where schools have qualified for Enhanced Partnership status with Brunel University London, NQTs in those schools have access to the first year MAT module for free, illustrating our commitment to supporting NQTs into and through their first year of teaching. We also offer a Masters in Education (MAEd), a Doctorate in Education (EdDoc) and PhD postgraduate routes through the Department of Education. This continuum of provision ensures a commitment to teacher education and professional learning at all stages and the growing community of professional practice strengthens our Partnership.

Staff are nationally and internationally recognised for their research, and liaise with government and other agencies on education policy issues. The Department of Education is host to a number of research centres, including the Brunel Able Children’s Centre. The process of learning is informed by cutting-edge research by staff in the strands of: Science, Technology, Engineering and Mathematics (STEM)
and Pedagogy and Professional Practice (PPP).

You can take advantage of free access to our excellent University Academic Skills service, ASK.

We have an award winning Professional Development Centre.

Our library has been nominated for national awards for its outstanding provision.

We have on-site volunteering opportunities through our Brunel Volunteers provision.

Our Disability and Dyslexia Service team have an excellent track record of support for students.

Our Union of Brunel Students provides you with a range of additional support and a broad range of extra-curricular opportunities and social events.

There is excellent University-wide access to PCs and the Internet, as well as free loan of media equipment and music/recording studios, and web space on the University server.

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Are you passionate about the dialogue between science and the public? Are you curious about how scientific knowledge is created and consumed in the past, present and future? Scientific change in disciplines ranging from biological and physical sciences to engineering and medicine feels like it has never been so rapid. Read more
Are you passionate about the dialogue between science and the public? Are you curious about how scientific knowledge is created and consumed in the past, present and future? Scientific change in disciplines ranging from biological and physical sciences to engineering and medicine feels like it has never been so rapid. It is increasingly important that developments in science, medicine and technology are effectively communicated so as to allow individuals to have an informed opinion on controversial issues.

*This course will be taught at the Canterbury campus*

Visit the website: https://www.kent.ac.uk/courses/postgraduate/93/science-communication-society

Course detail

The Kent MSc in Science, Communication and Society gives experienced, practical, professional and critical perspectives on science communication. Students will explore how journalists, documentary makers, lobbyists, museum curators, politicians and government research bodies enter into scientific dialogue with the public. The course evaluates different strategies for tailoring science to particular audiences, and is illustrated by specific historical examples and present day issues and controversies. It provides training in practical transferable skills pivotal to communicating science across a range of professional settings, making appropriate use traditional modes of communication alongside current and developing technologies.

Purpose

It is intended primarily, though not exclusively, for the following:

• Science graduates intending to pursue a career in media, education, policy or other communicational area of science;
• Practising scientists wanting a career change into media, education, policy or other communicational area of science;
• Continuing professional development for scientists or teachers of science;
• Humanities graduates with an interest in history of science, technology or medicine.

Format and assessment

The MSc has been developed by the School of Biosciences, a leading school in teaching, research and science communication, and the School of History, which has a dedicated research centre in the History of the Sciences. It integrates current theory and practice in communicating science with insights from historical and ethical perspectives. Two core modules have a case study-driven approach to science communication, learning from key scientific moments in history and from science communicators who work in a variety of different professions (eg, media, politics, education, journalism).

Two optional modules allow you to specialise in a particular area relevant to science communication, based on your interests and experience, focusing on either practical/scientific or humanities-based approaches to the study of science communication. An extended research project allows you to take a practical approach to science communication, or to do in-depth research on a historical or contemporary episode in science.

In some cases, these projects may be undertaken in conjunction with external partners, such as Research Councils, charities and NGOs.

You can opt to take only the core modules, resulting in a postgraduate certificate, or to take the compulsory plus two optional modules, leading to a postgraduate diploma.

Continuous assessment throughout the year is diverse, innovative and context-driven, from short pieces of writing to longer essays, and from the development and evaluation of science communication activities to mock professional reports and grant applications. The aim of each assessment is not only to monitor understanding, but also to integrate information across modules and give you practical experience in a range of transferable skills for future employability.

Careers

The opportunities for careers in science communication are significant as professional science organisations recognise the increasing importance of public engagement. Graduates of this MSc bring together skills drawn from both sciences and humanities, and the programme is designed to build a portfolio of outputs that can be used in subsequent applications, including blogs, funding applications and the development of specific science communication events. Graduates from the programme have moved into roles in museums, medical writing agencies, research funding councils, public engagement roles in professional science organisations, as well as PhD positions in science communication.

How to apply: https://www.kent.ac.uk/courses/postgraduate/apply-online/93

Why study at The University of Kent?

- Shortlisted for University of the Year 2015
- Kent has been ranked fifth out of 120 UK universities in a mock Teaching Excellence Framework (TEF) exercise modelled by Times Higher Education (THE).
- In the Research Excellence Framework (REF) 2014, Kent was ranked 17th* for research output and research intensity, in the Times Higher Education, outperforming 11 of the 24 Russell Group universities
- Over 96% of our postgraduate students who graduated in 2014 found a job or further study opportunity within six months.
Find out more: https://www.kent.ac.uk/courses/postgraduate/why/

Postgraduate scholarships and funding

We have a scholarship fund of over £9 million to support our taught and research students with their tuition fees and living costs. Find out more: https://www.kent.ac.uk/scholarships/postgraduate/

English language learning

If you need to improve your English before and during your postgraduate studies, Kent offers a range of modules and programmes in English for Academic Purposes (EAP). Find out more here: https://www.kent.ac.uk/courses/postgraduate/international/english.html

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Our MSc in Science Communication combines professional practice, policy studies and cross-disciplinary theory and skills, to offer an academically stimulating experience and a solid grounding for a career. Read more
Our MSc in Science Communication combines professional practice, policy studies and cross-disciplinary theory and skills, to offer an academically stimulating experience and a solid grounding for a career.

Developed by academic staff from The University of Manchester's Centre for the History of Science, Technology and Medicine and Manchester Institute of Innovation Research , the programme will feature masterclasses and project support from leading professionals in print, broadcast and online journalism, museums and science centres, public policy and advocacy, specialist public relations and editorial services, project and event management, together with experienced science communicators from across the University.

Aims

Science communication deals with the communication of scientific ideas, practices and issues to diverse audiences. Students on this programme will spend time building up practical communication skills, and thinking about the broad range of challenges that science communicators face. Does science communication matter for society? Whose interests are furthered by science news? What are the ethical issues in the communication of health research? When we talk about public engagement, what kind of public do we mean?
The course considers these questions among others through insights drawn from history, innovation and policy research, media studies, and the first-hand experience of long-serving communicators, and feeds the discussion back into its approach to practical skills.

Special features

This programme provides a framework that enables to students to enhance their academic and 'real world' learning at the same time. By bringing practitioners into the classroom, and enabling students to participate in the many forms of science communication that are happening in Manchester, students gain a good sense of the range of science communication activity, and of the personal, intellectual and professional skills that will support them as they set off in their careers.

Applicants may informally request from the Course Director, or may be sent, examples of study materials to enable them to test their ability to engage effectively with the course.

Teaching and learning

Teaching includes a mixture of lectures, small-group seminars, discussions and practical exercises. Activities will be included in the taught elements, for individual students and for groups. Students will engage with primary and secondary academic literatures, with professional literatures, and with mass media products about science, technology and medicine. Students will learn at special sites of science communication, such as museums, media institutions, and public events. Participation and volunteering will be encouraged so that students can further their own interests alongside the taught curriculum. All students will meet regularly with a mentor from the Centre's PhD community, with a designated personal tutor from among the staff, and, from Semester 2, a dissertation supervisor.

Coursework and assessment

All modules are assessed by academic and practical tasks set in parallel. Students should expect assessments, which are written and spoken, and use a format appropriate to the relevant professional group or medium.

Students may choose their own topic or medium for the many of the assessments. There is a small taught element which is assessed through a formal exam. Assessed work also includes a project created under the supervision of a science communication professional.
The final assessment piece is a substantial piece of original research (the dissertation).

Career opportunities

This programme is intended for students interested in science, technology, medicine, mathematics or engineering who are seeking to work in journalism, science policy, science publishing, medical, environmental and other related campaigning and advocacy groups, public relations in the public and private sectors, museums and science centres, science festivals, or other public engagement fields. It also provides an appropriate grounding for PhD-level research in science communication studies.

Past MSc graduates who took our former science communication pathway in History of Science, Technology and Medicine have gone on to a wide range of relevant posts, including:
-Public Engagement Officer, Centre for Life, Newcastle
-Senior Policy Analyst, Department of Energy and Climate Change
-Director, Scientia Scripta (science-focused copywriting agency)
-Assistant Curator of Technology and Engineering, Science Museum
-Education Assistant, Catalyst Science Centre, Widnes
-Junior Consultant, Six Degrees PR
-Technical Author, Calrec Audio
-Researcher, Pioneer Productions (TV)

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Take advantage of one of our 100 Master’s Scholarships or College of Science Postgraduate Scholarships to study 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 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.

The MSc in Computer Science course is for you if you are a graduate from one of a wide range of disciplines and are looking to change direction or because of the needs of your chosen career, require a solid foundation in Computer Science.

As the use of computers and computer based systems continues to grow in all aspects of life, at home and at work, it is apparent that there will be for years to come a need for many people who can combine a knowledge of Computer Science, the discipline that underlies Information Technology, and degree level knowledge in a wide variety of other disciplines.

Over the duration of the MSc Computer Science course you will study a variety of modules taught by academic staff that are part of internationally renowned research groups. The course is also regularly updated to ensure that it keeps pace with the rapid developments in Computer Science.

Key Features of 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 Computer Science MSc

Modules for the MSc in 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

“I chose the MSc Computer Science as a conversion from my previous War and Society degree, primarily employment opportunities. The course was by no means easy for me coming from an arts background, and the first few weeks I felt a little over my head, but thanks to the truly stimulating content from the syllabus and the high quality of the teaching within the department I soon caught up and began to thrive on the course. My project revolved around a comparative study of the Haskell Web-Framework Yesod and ASP.NET. During the completion of this I picked up many of the skills that I now use on an everyday basis in my role at Kinspeed (A Sheffield based Software House). Since starting work I have been able to apply many of the skills I obtained during my time at Swansea and have no doubt that choosing to study the MSc Computer Science at Swansea was one of the better decisions of my life.”

Chris Swires

Research

The results of the Research Excellence Framework (REF) 2014 show that Swansea Computer Science ranked 11th in the UK for percentage of world-leading research, and 1st in Wales for research excellence. 40% of our submitted research assessed as world-leading quality (4*).

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The PGCE Information Technology and Computer Science enables ICT & computing professionals and graduates to become effective teachers of computing (curriculum previously called ICT and now including a strong Computer Science element) in secondary schools. Read more
The PGCE Information Technology and Computer Science enables ICT & computing professionals and graduates to become effective teachers of computing (curriculum previously called ICT and now including a strong Computer Science element) in secondary schools. The programme emphasises learning through critical reflection on theory and practice and discussion with colleagues.

The programme combines the theory and practice of education which is why students spend 60 days in College and 120 days in schools. The course is research-led and you will develop your knowledge of how pupils learn; how assessment can improve learning and teaching; how to plan lessons, and how to make appropriate use of computers and the Internet to teach effectively. The programme emphasises learning through critical reflection on theory and practice and discussion with colleagues.

Key Benefits

- Our Programme, judged 'Outstanding' by Ofsted, is taught by one of the strongest team of computer science education tutors in the country.

- The programme at King's is challenging and students are encouraged to take a critical view of policies and practice.

- It is a sociable course where you will be expected to work with others, discussing issues and problems about teaching.

- You have the opportunity to work with tutors who are actively engaged in research and development in computer science education.

Visit the website: http://www.kcl.ac.uk/study/postgraduate/taught-courses/pgce-information-technology-and-computer-science.aspx

Course detail

- Description -

The programme combines the theory and practice of education. We work in close partnership with schools in designing, delivering and assessing our course.

University based: You will work with other trainees and tutors in your subject area to consider the principles and practice of teaching your subject including curriculum design, the development of materials, classroom management and lesson planning. You will also work with trainees from other subjects in a programme of lectures and seminar groups to examine broad generic issues. During both secondary school placements there are occasional days in college for tutorials to support and monitor progress towards the standards for Qualified Teacher Status (QTS). There are cross-curricular research tasks and assignments.

School based: For 24 of the 36 weeks the training takes place in schools, mainly in two complementary secondary schools but with two short primary school experiences. This introduces you to recognising key constituents of good teaching, helps develop your own teaching skills and gain an understanding of how schools work and how children learn.

- Computer Science Subject Knowledge Enhancement (SKE) courses -

Our Subject Knowledge Enhancement courses are intensive and flexible programmes for graduates in IT/computing who want to teach computer science but whose degree is not a direct match or whose specialist subject knowledge needs deepening prior to training for qualified teacher status (QTS). King's College London in conjunction with Queen Mary College, University of London, has designed a 12-unit SKE programme for computer science funded by the National College for Teaching and Leadership.

In order to be eligible for SKE (for which you may also obtain a bursary) you need an offer of a place on one of the King's PGCE programmes: either computer science or information technology and computer science. At the PGCE interview we will assess your SKE needs and determine which units you should take. Our SKE courses are also open to candidates who have PGCE offers, conditional on SKE, from other institutions. The programme runs between April and September. Please note that it is not intended for graduates in non-IT disciplines who wish to retrain in computer science: for that we recommend a conversion MSc programme (eg http://www.eecs.qmul.ac.uk/postgraduates/programme/view/21).

- Course purpose -

Our programme is for computing/ICT specialists wishing to train to be teachers of pupils aged 11-18 in computing (previously called ICT) to GCSE level and information technology to A-level. A parallel programme, PGCE Computer Science, enables computer science specialists to train to be teach computer science to A-level. The programme will lead to the Department for Education's (HM Government) Standards for QTS which are assessed through teaching practice observation, portfolios and written assignments.

- Course format and assessment -

The 45-credit honours-level module will be assessed by a combination of a written portfolio (equivalent to 8,000 words) and assessment of your teaching practice against the teaching standards as set out by the government’s Department for Education. Progress in meeting the teaching standards will be monitored through three progress reports that will be completed by staff at the placement school.

The 30-credit master’s-level modules will each be assessed by an 8,000-word written assignment.

The 15-credit honours-level module will be assessed by a 4,000-word written assignment.

Career prospects

The majority of trainees go into teaching or other areas of education: many become heads of departments or members of senior management teams; some take up careers in educational administration in the advisory or inspection services.

How to apply: http://www.kcl.ac.uk/study/postgraduate/apply/taught-courses.aspx

About Postgraduate Study at King’s College London:

To study for a postgraduate degree at King’s College London is to study at the city’s most central university and at one of the top 20 universities worldwide (2015/16 QS World Rankings). Graduates will benefit from close connections with the UK’s professional, political, legal, commercial, scientific and cultural life, while the excellent reputation of our MA and MRes programmes ensures our postgraduate alumni are highly sought after by some of the world’s most prestigious employers. We provide graduates with skills that are highly valued in business, government, academia and the professions.

Scholarships & Funding:

All current PGT offer-holders and new PGT applicants are welcome to apply for the scholarships. For more information and to learn how to apply visit: http://www.kcl.ac.uk/study/pg/funding/sources

Free language tuition with the Modern Language Centre:

If you are studying for any postgraduate taught degree at King’s you can take a module from a choice of over 25 languages without any additional cost. Visit: http://www.kcl.ac.uk/mlc

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This programme gives you the opportunity to study the main contexts of contemporary science and technology; gain a broad base in science policy, communication, sociology and engagement; enjoy flexibility in specialisation; and work in an interdisciplinary environment with research experts. Read more
This programme gives you the opportunity to study the main contexts of contemporary science and technology; gain a broad base in science policy, communication, sociology and engagement; enjoy flexibility in specialisation; and work in an interdisciplinary environment with research experts.

Degree information

The programme provides broad-based training in three disciplines: science policy and governance; science communication, engagement, and evaluation; and sociology of modern science and technology. This programme encourages specialised investigation. It also encourages interdisciplinary integration. Our degree works in dialogue with our sister MSc programme in History and Philosophy of Science, which adds historical and analytical depth to our offer.

MSc students undertake modules to the value of 180 credits.

The programme consists of one core module (15 credits), four optional modules (60 credits), three ancillary modules (45 credits) and a dissertation (60 credits) Postgraduate Diploma students undertake modules to the value of 120 credits: one core (15 credits), four optional (60 credits), and three ancillary (45 credits), studied over one year. Postgraduate Certificate students undertake modules to the value of 60 credits. The programme consists of one core module (15 credits), and three optional modules (45 credits), studied over one year.

Core module
-Introduction to Science and Technology Studies

Optional modules - students must take three modules from a prescribed list of options including:
-Practical Science Communication and Engagement
-Curating the History of Science
-Responsible Science and Emerging Technologies
-Science in the 20th Century and Beyond
-Science Policy Beyond Borders
-Science, Media, and Culture
-Science, Security, and Social Research
-Sociology and the Sociology of Science
-Special Topics Seminar in STS
-Ancillary Modules

Students must take two ancillary modules which may be options from our own degrees, for example, Material Culture and Science in the 18th Century OR, Knowledge, Evidence, and Explanation in Science, OR, they might be selected from any other programme at UCL.

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 seminars, lectures, tutorials and research supervision. Student performance is assessed through coursework such as long and short essays, advocacy work, and project work.

Careers

Our programme provides essential training and study for students wishing to pursue PhD level study in several fields, and also provides appropriate training and qualifications sought by individuals pursuing careers in areas such as education, museum and archival curatorship, or administration and policy-making in science, engineering and health care.

Employability
The programme offers a range of transferable skills and networking opportunities. No matter whether your career plan looks towards the public or private sector, we can help you build a portfolio of skills and contacts that will give your CV the edge. Highlights of the programme include:

the chance to develop practical media skills, including audio production
learning to write for different audiences
developing your skills in both practical and theoretical science communication, including working in a major London museum
to meet and network with policy makers.

Why study this degree at UCL?

There is no UK academic department quite like UCL Science & Technology Studies. The department combines award-winning teaching with award-winning public engagement.

We are research active over an enormous range of topics. Our teaching builds on research not only in our subject specialties but also in the fundamentals of teaching and learning.

Our programme makes unique use of London’s attractions and resources. We have close links with the Science Museum, the National Maritime Museum, the Natural History Museum, the Wellcome Library, and UCL Museums & Collections. We also use the city as a classroom, with custom-made walking tours, site visits, and special excursions.

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Learn how to teach science and chemistry to 11 to 16-year-olds with this National College for Teaching and Leadership (NCTL) accredited PGCE School Direct course. Read more
Learn how to teach science and chemistry to 11 to 16-year-olds with this National College for Teaching and Leadership (NCTL) accredited PGCE School Direct course. You’ll learn the principles of teaching chemistry and get the vital hands-on experience necessary for later employment. Those already on our PGCE School Direct Secondary courses attain high results, with 95% achieving an Ofsted good or outstanding grade by the end of the course and 96% going on to obtain employment, often with their placement schools.

More about this course

Successfully complete this this NCTL accredited PGCE Secondary Science with Chemistry course to achieve Qualified Teacher Status (QTS) and become a teacher of science for students up to 14 years old and chemistry for 15 to 16-year-olds. There’s also the opportunity to teach at the 16 to 18 age range.

You’ll develop your teaching strategies and pedagogical techniques at London Met and learn the fundamentals of how children learn. These study sessions will include collaborative projects and school-based work with other trainees, as well as how to implement teaching and pupil assessment.

Our PGCE School Direct course uses its London location to widen your experience of teaching in multicultural urban environments. Through your two placements you’ll help develop lesson plans and contribute to the development of pupils’ scientific skills and knowledge. London Met also provides you with the opportunity for post-16 teaching experience wherever possible.

Our commitment to your development has lead to high quality reviews from Ofsted:

"Trainees and NQTs are enthusiastic about their subject, and plan and teach lessons that are well structured. They make good use of subject-specific vocabulary in their planning and teaching."
Ofsted, 2015

Your assessment will consist of four elements:
-School placement A
-School placement B, where your teaching ability will be assessed in relation to the standard for Qualified Teacher Status
-A Professional Practice Portfolio which is compiled throughout the year, detailing personal experiences and reflections on your development as a teacher, largely in relation to your practical teaching experience
-The Educational Research Assignment, which allows you to explore an educational issue

There are no examinations.

We place great emphasis on feedback from your peers and colleagues on the placement. You’ll complete a weekly reflection and contribute to discussions online in order to further develop your understanding of the role of a Secondary teacher.

Professional accreditation

This course is accredited by the National College for Teaching and Leadership (NCTL).

Modular structure

This is a year-long course.

Module 1, Curriculum Studies, includes:
-The theoretical underpinning of the practice that you'll take into the classroom
-Access to the pedagogical knowledge and understanding required to effectively plan and teach well structured lessons in the secondary curriculum
-Sessions on Chemistry
-Training to assess school pupils’ progress in each of the these curriculum areas

Module 2, Professionalism and Inclusive Practice (PIP), includes:
-Support for the wider professional development of each student teacher
-Discussion of the role of children’s rights and how this underpins effective learning relationships
-Understanding of different aspects of inclusive education
-Introduction to the whole school and wider children’s workforce
-Teamwork and collaborative discussion across different subject areas

Work placement:
-120 days in a London placement learning to teach with a mentor in secondary schools

In both University and classroom contexts, your self-directed study is extremely important in order to support your development of purposeful educational enquiry, preparing effective teaching resources and ensuring up-to-date subject knowledge.

What our students say

“The course is well-structured and gives a solid grounding in the pedagogical disciplines needed for a career in teaching. The highlight for me has been the quality of the subject tutors. All the tutors I’ve worked with have been highly knowledgeable, approachable and more than capable of pushing students to reach their potential as future teachers.” Martin Gadgill, trainee of our PGCE Secondary Science with Chemistry

After the course

On successful completion of the course you will achieve Qualified Teacher Status (QTS) for teaching science at Key Stage 3 (ages 11-14) and Key Stage 4 (ages 14-16) and your chemistry specialism at Key Stage 4. London Met's students have an excellent rate of gaining Qualified Teacher Status and finding teaching positions within six months of graduating. Our trainees have gone on to become chemistry teachers at schools including Cardinal Pole Catholic School, South Hampstead High School, Platanos College and more.

Funding

Funding is available for many postgraduate courses leading to Qualified Teacher Status (QTS). Depending on your teaching subject and degree classification, you may be eligible for a bursary or scholarship of up to £30,000 through the teacher training bursary.

PGCE School Direct

The School Direct model aligns the training calendar for the student teacher with the PGCE offered at the university. This means we can only offer places in Early Years, Primary and Secondary levels teaching Maths, Modern Languages and Science with a specialism in Biology, Chemistry or Physics.

You will attend the training workshops at the university with other regular PGCE students. The placements of 120 days will be planned to take place within the school or consortium of schools with the School Direct allocation. This time could be divided between two schools with some flexibility.

The consortium is part of the much larger family of nearly 100 schools partnered with London Met and School Direct. This large body of schools have joined with us to build a cross-capital alliance, providing diverse contexts in which to train the new generation of London teachers.

Most of our trainees follow a programme modelled on the traditional PGCE, with time spent under tutor supervision at London Metropolitan University and the school placement divided between two partner schools.

Moving to one campus

Between 2016 and 2020 we're investing £125 million in the London Metropolitan University campus, moving all of our activity to our current Holloway campus in Islington, north London. This will mean the teaching location of some courses will change over time.

Whether you will be affected will depend on the duration of your course, when you start and your mode of study. The earliest moves affecting new students will be in September 2017. This may mean you begin your course at one location, but over the duration of the course you are relocated to one of our other campuses. Our intention is that no full-time student will change campus more than once during a course of typical duration.

All students will benefit from our move to one campus, which will allow us to develop state-of-the-art facilities, flexible teaching areas and stunning social spaces.

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This programme offers breadth across a wide range of historical and philosophical themes. It also encourages intensive investigation and specialisation. Read more
This programme offers breadth across a wide range of historical and philosophical themes. It also encourages intensive investigation and specialisation: a survey of nearly 3,000 years of scientific ideas and communities, and an exploration of the inner workings of science's methods and theories.

Degree information

The programme provides broad-based training in the history of science, the philosophy of science, and an “integrated history and philosophy of science”. The historical coverage is broad, from antiquity to the present, while the philosophical coverage spans causality and the philosophy of medicine as well as the metaphysics of chemistry and computer science.

MSc students undertake modules to the value of 180 credits.

The programme consists of one core module (15 credits), four optional modules (60 credits), three ancillary modules (45 credits), and a dissertation (60 credits). The Postgraduate Diploma programme consists of one core module (15 credits), four optional modules (60 credits) and three ancillary modules (45 credits), available in full time mode. The Postgraduate Certificate programme consists of one core module (15 credits) and three optional modules (45 credits), available in full time mode.

Core modules
-Introduction to Science and Technology Studies

Optional modules - students choose four options from the following:
-Science in the 19th Century
-Material Culture and Science in the 18th Century
-Early Modern Science
-Medieval Science and Medicine in Global Perspective
-Science in Antiquity
-Causality, Mechanism, and Classification in Science
-Knowledge, Evidence, and Explanation in Science
-Science, Art, and Philosophy
-Special Topics Seminar in History and Philosophy of Science

One optional module from our sister MSc programme, Science, Technology, and Society, may be substituted here provided it contributes to a coherent programme of study.

Ancillary Modules - students choose three ancillary modules which may be options from our degrees, e.g. Science in the 20th Century and Beyond, and Curating the History of Science, or they might be selected from any other programme at UCL.

Dissertation/research project
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 seminars, lectures, tutorials and research supervision. Student performance is assessed through coursework such as long and short essays, advocacy work and project work.

Careers

Our programme provides essential training for students wishing to pursue PhD level study in related fields. It also provides appropriate training for those pursuing careers in education, museum and archival curatorship, or governance and policy-making.

Employability
During the course of this programme, students will develop a wide range of transferable skills, including writing, research, critical thinking, and working in collaboration with others. Most graduates of this programme go on to follow careers that engage with the substance of the degree, including in the museums sector, or in academia. For these students, this programme provides an excellent opportunity to develop the specialist skills and personal connections necessary to succeed. These include basic curatorial skills, developing personal contacts in London museums, and developing personal and intellectual connections with key thinkers in the field.

Why study this degree at UCL?

There is no UK academic department quite like UCL Science & Technology Studies. The department combines award-winning teaching with award-winning public engagement.

We are research-active over an enormous range of topics. Our teaching builds on research not only in our subject specialties but also in the fundamentals of teaching and learning.

Our programme makes unique use of London’s attractions and resources. We have close links with the Science Museum, the National Maritime Museum, the Natural History Museum, the Wellcome Library, and UCL Museums & Collections. We also use the city as a classroom, with custom-made walking tours, site visits, and special excursions.

Read less
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 to study Theoretical 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 to study Theoretical 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.

Computer Science is at the cutting edge of modern technology, is developing rapidly, and Swansea Computer Science graduates enjoy excellent employment prospects.

Computer Science now plays a part in almost every aspect of our lives - science, engineering, the media, entertainment, travel, commerce and industry, public services and the home.

The MSc by Research Theoretical Computer Science enables students to pursue a one year individual programme of research. The
Theoretical Computer Science programme would normally terminate after a year. However, under appropriate circumstances, this first year of research can also be used in a progression to Year 2 of a PhD degree.

As a student of the Theoretical Computer Science MSc by Research programme, you will be fully integrated into one of our established computer science research groups and participate in research activities such as seminars, workshops, laboratories, and field work.

Key Features of Theoretical Computer Science

The Department of Computer Science is amongst the top 25 in the UK, with a growing reputation in research both nationally and internationally in computer science. It is home to world class researchers, excellent teaching programmes and fine laboratory facilities.

All postgraduate Computer Science programmes 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.

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.

Research

The results of the Research Excellence Framework (REF) 2014 show that we lead Wales in the field of Computer Science and are in the UK Top 20.

We are ranked 11th in the UK for percentage of world-leading research, and 1st in Wales for research excellence. 40% of our submitted research assessed as world-leading quality (4*).

Links with Industry

Each spring, Computer Science students prepare and present a poster about their project at a project fair – usually together with a system or software demonstration. The Department of Computer Science also strongly encourages students to create CVs and business cards to take along to the fair, as businesses and employers visit to view the range of projects and make contact with the graduating students.

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Take advantage of one of our 100 Master’s Scholarships or College of Science Postgraduate Scholarships to study Data 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 Data 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.

MSc in Data Science aims to equip students with a solid grounding in data science concepts and technologies for extracting information and constructing knowledge from data. Students of the MSc Data Science will study the computational principles, methods, and systems for a variety of real world applications that require mathematical foundations, programming skills, critical thinking, and ingenuity. Development of research skills will be an essential element of the Data Science programme so that students can bring a critical perspective to current data science discipline and apply this to future developments in a rapidly changing technological environment.

Key Features of the MSc Data Science

The MSc Data Science programme focuses on three core technical themes: data mining, machine learning, and visualisation. Data mining is fundamental to data science and the students will learn how to mine both structured data and unstructured data. Students will gain practical data mining experience and will gain a systematic understanding of the fundamental concepts of analysing complex and heterogeneous data. They will be able to manipulate large heterogeneous datasets, from storage to processing, be able to extract information from large datasets, gain experience of data mining algorithms and techniques, and be able to apply them in real world applications. Machine learning has proven to be an effective and exciting technology for data and it is of high value when it comes to employment. Students of the Data Science programme will learn the fundamentals of both conventional and state-of-the-art machine learning techniques, be able to apply the methods and techniques to synthesise solutions using machine learning, and will have the necessary practical skills to apply their understanding to big data problems. We will train students to explore a variety visualisation concepts and techniques for data analysis. Students will be able to apply important concepts in data visualisation, information visualisation, and visual analytics to support data process and knowledge discovery. The students of the Data Science programme also learn important mathematical concepts and methods required by a data scientist. A specifically designed module that is accessible to students with different background will cover the basics of algebra, optimisation techniques, statistics, and so on. More advanced mathematical concepts are integrated in individual modules where necessary.

The MSc Data Science programme delivers the practical components using a number of programming languages and software packages, such as Hadoop, Python, Matlab, C++, OpenGL, OpenCV, and Spark. Students will also be exposed to a range of closely related subject areas, including pattern recognition, high performance computing, GPU processing, computer vision, human computer interaction, and software validation and verification. The delivery of both core and optional modules leverage on the research strength and capacity in the department. The modules are delivered by lecturers who are actively engaged in world leading researches in this field. Students of the Data Science programme will benefit from state-of-the-art materials and contents, and will work on individual degree projects that can be research-led or application driven.

Modules

Modules for the MSc Data Science programme include:

- Visual Analytics
- Data Science Research Methods and Seminars
- Big Data and Data Mining
- Big Data and Machine Learning
- Mathematical Skills for Data Scientists
- Data Visualization
- Human Computer Interaction
- High Performance Computing in C/C++
- Graphics Processor Programming
- Computer Vision and Pattern Recognition
- Modelling and Verification Techniques
- Operating Systems and Architectures

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.

Career Destinations

- Data Analyst
- Data mining Developer
- Machine Learning Developer
- Visual Analytics Developer
- Visualisation Developer
- Visual Computing Software Developer
- Database Developer
- Data Science Researcher
- Computer Vision Developer
- Medical Computing Developer
- Informatics Developer
- Software Engineer

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