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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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Leiden University offers five different specialisations in the MSc programme in Computer Science. - Bioinformatics. - Computer Science and Advanced Data Analytics. Read more
Leiden University offers five different specialisations in the MSc programme in Computer Science:

- Bioinformatics
- Computer Science and Advanced Data Analytics
- Computer Science and Science Communication and Society
- Computer Science and Science-Based Business
- Data Science: Computer Science

Visit the website: http://en.mastersinleiden.nl/programmes/computer-science/en/introduction

Course detail

Leiden University offers five different specialisations in the MSc programme in Computer Science.

Three specialisations are dedicated to the research areas of the Leiden Institute of Advanced Computer Science:

- Computer Science and Advanced Data Analytics
- Bioinformatics
- Data Science for Computer Science

The other two specialisations are more broadly oriented, and combine at least one year of the computer science curriculum with training in which specific career opportunities in science-related professions can be explored:

- Computer Science and Science-Based Business.
- Computer Science and Science Communication and Society

Reasons to Choose Computer Science in Leiden:

- The programme offers stimulating, significant and innovative research in the field of Computer Science, including recent advances in Data Analytics and Natural Computing.

- Research at the Leiden Institute of Advanced Computer Science (LIACS) has an excellent international reputation.

- The strength of the programmes is the individual approach: an individually tailored programme will be designed for each student.

- The researchers and assistants are easily accessible. Students and staff work closely together in a research-oriented environment.

- Students with an MSc in Computer Science are admissible to a PhD programme.

- It provides students with a thorough computer science background that will allow them to pursue careers in research or industrial environments.

Careers

Masters of Science in Computer Science are not only professionally trained, they also have an analytical mind and problem-solving attitude. These qualities ensure a wide variety of career opportunities.

Master of Science students in Leiden work in a multinational environment and are being prepared to operate in international settings.

How to apply: http://en.mastersinleiden.nl/arrange/admission

Funding

For information regarding funding, please visit the website: http://prospectivestudents.leiden.edu/scholarships

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This programme is unique in teaching the collective history of science, medicine, environment and technology. It is also unique as it offers modules that combine imperial, ethical, and military history with general areas of history of science and medicine. Read more
This programme is unique in teaching the collective history of science, medicine, environment and technology. It is also unique as it offers modules that combine imperial, ethical, and military history with general areas of history of science and medicine.

You learn from experts working in these diverse fields, being taught how different societies, cultures, and races have conceptualised disease, reacted to changes in environment and created different technological artefacts and scientific knowledge. You are introduced to the major and recent historiographical and methodological approaches, become familiar with the main archives in the UK and encouraged to approach the history of medicine, science, environment and technology from past as well as contemporary concerns.

Visit the website https://www.kent.ac.uk/courses/postgraduate/83/history-of-science-medicine-environment-and-technology

About the School of History

The School of History at the University of Kent offers a great environment in which to research and study. Situated in a beautiful cathedral city with its own dynamic history, the University is within easy reach of the main London archives and is convenient for travelling to mainland Europe.

The School of History is a lively, research-led department where postgraduate students are given the opportunity to work alongside academics recognised as experts in their respective fields. The School was placed eighth nationally for research intensity in the most recent Research Excellence Framework, and consistently scores highly in the National Student Survey.

There is a good community spirit within the School, which includes regular postgraduate social meetings, weekly seminars and a comprehensive training programme with the full involvement of the School’s academic staff. Thanks to the wide range of teaching and research interests in the School, we can offer equally wide scope for research supervision covering British, European, African and American history.

At present, there are particularly strong groupings of research students in medieval and early modern cultural and social history, early modern religious history, the history and cultural studies of science and medicine, the medicine, the history of propaganda, military history, war and the media, and the history of Kent.

Modules

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

HI878 - Methods and Interpretations of Historical Research (30 credits)
HI866 - Science and Medicine in Context (30 credits)
HI817 - Deformed, Deranged and Deviant (30 credits)
HI827 - Home Front Britain, 1914-18 (30 credits)
HI857 - Geiger Counter at Ground Zero: Explorations of Nuclear America (30 credits)
HI881 - Museums, Material Culture and the History of Science (30 credits)
HI883 - Work Placement (30 credits)

Assessment

All courses are assessed by coursework, and the dissertation counts for half the final grade (comprising one third assessed preparation, two thirds actual dissertation).

Programme aims

This programme aims to:

- place the study of texts, images and documentaries in their historical contexts, at the centre of student learning and analysis

- ensure that students of the history of science, medicine, environment and technology acquire a comprehensive knowledge and understanding of the historical modes of theory and analysis

- enable you to understand and use concepts, approaches and methods of the history of science, medicine, environment and technology in different academic contexts and develop an understanding of the differing and contested aspects between, and within, the relevant disciplines

- develop your capacities to think critically about past events and experiences

- encourage you to relate the academic study of the history of science, medicine, environment and technology to questions of public debate and concern

- promote a curriculum supported by scholarship, staff development and a research culture that promotes breadth and depth of intellectual enquiry and debate

- assist you to develop cognitive and transferable skills relevant to your vocational and personal development.

Study support

Postgraduate resources
The resources for historical research at Kent are led by the University’s Templeman Library: a designated European Documentation Centre which holds specialised collections on slavery and antislavery, and on medical science. The Library has a substantial collection of secondary materials to back-up an excellent collection of primary sources including the British Cartoon Archive, newspapers, a large audio-visual library, and a complete set of British Second World War Ministry of Information propaganda pamphlets.

The School has a dedicated Centre for the Study of Propaganda and War, which has a distinctive archive of written, audio and visual propaganda materials, particularly in film, video and DVD. Locally, you have access to: the Canterbury Cathedral Library and Archive (a major collection for the study of medieval and early modern religious and social history); the Centre for Kentish Studies at Maidstone; and the National Maritime Collection at Greenwich. Kent is also within easy reach of the country’s premier research collections in London and the national libraries in Paris and Brussels.

Dynamic publishing culture
Staff publish regularly and widely in journals, conference proceedings and books. Among others, they have recently contributed to: Journal of Contemporary History; English Historical Review; British Journal for the History of Science; Technology and Culture; and War and Society.

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

Research areas

Medieval and early modern history
Covering c400–c1500, incorporating such themes as Anglo-Saxon England, early-modern France, palaeography, British and European politics and society, religion and papacy.

Modern history
Covering c1500–present, incorporating such themes as modern British, European and American history, British military history, and 20th-century conflict and propaganda.

History of science, technology and medicine
Incorporating such themes as colonial science and medicine, Nazi medicine, eugenics, science and technology in 19th-century Britain.

Careers

As the job market becomes increasingly competitive, postgraduate qualifications are becoming more attractive to employers seeking individuals who have finely tuned skills and abilities, which our programmes encourage you to hone. As a result of the valuable transferable skills developed during your course of study, career prospects for history graduates are wide ranging. Our graduates go on to a variety of careers, from research within the government to teaching, politics to records management and journalism, to working within museums and galleries – to name but a few.

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

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Expand your knowledge in all areas of forensic science, from gathering evidence at the crime scene itself, right through to the courtroom. Read more
Expand your knowledge in all areas of forensic science, from gathering evidence at the crime scene itself, right through to the courtroom. Develop your skills and knowledge on our accredited course, as you collect and analyse evidence, equipping you to become a confident and effective practitioner.

See the website http://www.anglia.ac.uk/study/postgraduate/forensic-science

In-keeping with its industry-focus our Chartered Society of Forensic Sciences accredited course is taught by experienced forensics practitioners. We’ll immerse you in a practical environment that closely emulates a real forensics laboratory. The analytical skills and expertise you gain apply equally well in the broader scientific and technological fields as they do in forensics.

Our course combines practical skills with high-level theoretical knowledge of the wide range of forensic techniques you need to apply at all stages of an investigation. Going further still, you’ll be trained to design and execute your own research project in a relevant area, which particularly interests you. This will include guidance on research methods, good practice, presentation and the application of your research.

Full-time - January start, 15 months. September start, 12 months.
Part-time - January start, 33 months. September start, 28 months.

See the website http://www.anglia.ac.uk/study/postgraduate/forensic-science

This course will provide you with:
• the opportunity to acquire Masters level capabilities, knowledge and skills in diverse areas of forensic science from the crime scene to the court
• training in the design and execution of science based research in an appropriate area of forensic science
• the opportunity to undertake a formal research programme in an appropriate area of forensic science

The intention is to immerse you in an environment that is as realistically close to that of a practising forensic science laboratory as is possible in an academic institution. The experience and background of Anglia Ruskin's staff, their intimate knowledge and working relationships with the industry and the availability or new or relatively new purpose-built laboratory facilities places this course in a strong position to deliver such an experience.

This course is suitable for candidates who wish to specialise in Forensic Science as a progression from their first degree in forensic science and for candidates coming into Forensic Science with a strong background in traditional analytical science. This course is accredited by The Forensic Science Society

On successful completion of this course you will be able to:
• demonstrate deep and systematic knowledge of several major areas of forensic science, including either chemical or biological criminalistics.
• apply theoretical and experimentally based empirical knowledge to the solution of problems in forensic science
demonstrate that you are cognisant with the best ethical practices, validation and accreditation procedures relevant to forensic science.
• demonstrate a comprehensive understanding of the theory and practice of advanced analytical techniques, as used and applied in forensic science.
• devise, design, implement and, if necessary, modify a programme of basic research directly related to the solution of practical problems in the broad field of forensic science.
• assimilate the known knowledge and information concerning a particular problem/issue and erect testable and viable alternative hypotheses, from theoretical and empirical/experimental view points.
• demonstrate a level of conceptual understanding that will enable information from a wide range of sources and methodologies to be comprehensively and critically appraised.
• operate competently, safely and legally in a variety of complex, possibly unpredictable contexts and be able to apply appropriate standards of established good practice in such circumstances.
• demonstrate that you are able to exercise initiative in your work tasks, but yet be able to exercise your responsibility so as not to move beyond the scope of your expertise.
• search for and obtain information from a wide range of traditional, non-traditional and digital/electronic sources and be able to synthesis it into a coherent argument.
• present the results of your work in a number of forms (reports, papers, posters and all forms of oral presentation) at a level intelligible to the target audience (highly trained/specialised professional to informed lay-person).
• organise your own time and patterns of work to maximum effect and be able to work competently either autonomously or as part of groups and teams as required.

Careers

Our course is enhanced by our excellent working relationships with most of the major employers in the forensic science industry, including the police and fire services.

This focus on theory and good laboratory practice, analytical measurement and research and management skills, together with our industry contacts will make you an attractive candidate for employment. It’ll open up career opportunities in specialist forensic science laboratories in the chemical, biological, environmental, pharmaceutical and law enforcement industries.

You’re also in the perfect position to continue your academic career and move up to our Forensic Science PhD.

Core modules

Evidence Collection and Management
Mastering Forensic Evidence
Mastering Forensic Analysis
Specialist Topics
Research Methods
Research Project

Assessment

Your progress will be assessed using a variety of methods including laboratory reports, court reports (including witness statements), presentations, exams, essays and reports.

Facilities

Wide range of advanced microscopy instruments. SEM with EDS. Full range of organic analysis (GC, GC-MS, HPLC and ion chromatography). FT-IR and Raman spectrometers. Gene sequencing and other DNA analytical equipment. Comprehensive collection of specialist forensic equipment including GRIM, VSC and MSP. Dedicated crime scene facility with video equipment.

Your faculty

The Faculty of Science & Technology is one of the largest of five faculties at Anglia Ruskin University. Whether you choose to study with us full- or part-time, on campus or at a distance, there’s an option whatever your level – from a foundation degree, to a BSc, MSc, PhD or professional doctorate.

Whichever course you pick, you’ll gain the theory and practical skills needed to progress with confidence. Join us and you could find yourself learning in the very latest laboratories or on field trips or work placements with well-known and respected companies. You may even have the opportunity to study abroad.

Everything we do in the faculty has a singular purpose: to provide a world-class environment to create, share and advance knowledge in science and technology fields. This is key to all of our futures.

Specialist facilities

Our facilities include a wide range of advanced microscopy instruments – SEM with EDS, a full range of organic analysis (GC, HPLC and ion chromatography). FT-IR and Raman Spectrometers, gene sequencing and other DNA analytical equipment. A comprehensive collection of specialist forensic equipment includes GRIM, VSC and MSP and we also have a dedicated crime scene facility with video equipment.

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Visit our website for more information on fees, scholarships, postgraduate loans and other funding options to study Data Science at Swansea University - 'Welsh University of the Year 2017' (Times and Sunday Times Good University Guide 2017). Read more

Visit our website for more information on fees, scholarships, postgraduate loans and other funding options to study Data Science at Swansea University - 'Welsh University of the Year 2017' (Times and Sunday Times Good University Guide 2017).

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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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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Computer science has a brilliant future! You could help to create new network solutions, build the future digital society, develop secure digital services, or be involved in a ground-breaking international software project. Read more
Computer science has a brilliant future! You could help to create new network solutions, build the future digital society, develop secure digital services, or be involved in a ground-breaking international software project. Perhaps you will develop algorithms for utilising genome data in medicine or optimise bus routes using positioning data. Do you wonder about all the things that can be automated? Or would you like to dig deeper and become a researcher?

In the Master’s programme in computer science you can become an expert in a wide range of fields. You will have access to the focus areas of research in computer science at the University of Helsinki: algorithms, distributed or networked systems, and software engineering. You will gain lasting professional skills for specialist, design, or managerial posts in the corporate world, or for research and doctoral education, since the Master’s programme in computer science gives you the aptitude for both independent working and multidisciplinary teamwork.

This education will give you:
-The ability to advance your knowledge in the different areas of computer science.
-The skill to seek, assess, and analyse scientific information in your own area of expertise, and apply the methods of the field in an ethical and sustainable way.
-The ability to act as expert in the field, and to develop the practices and methods of your field in cooperation with specialists from other fields.
-Oral and written communication skills in an international work environment.

The quality teaching within the computer science programme at the University of Helsinki has been highlighted repeatedly in national and international teaching assessments. The student-centred, in-depth learning gives you a solid basis for life-long learning. Studying at the leading research unit for computer science in Finland offers you constant interaction with current research and insight into the development patterns in the field.

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

In future, we will increasingly be using intelligent tools, consisting of networked hardware, software, services, and data. They will work based on intelligent, learning algorithms, data streams carried by communication protocols, and global infrastructures.

Within the Algorithms sub-programme, you will study effective algorithms and their application within other disciplines and in corporate life. Future IT systems will contain more and more intelligent components, the function of which will be based on complex mathematical models created automatically with the aid of machine-learning methods. The problems to be solved are computationally challenging, and the ever increasing amounts of data will create their own challenges when it comes to the efficiency of the algorithms needed.

The Networking and services sub-programme educates you to become an expert and strategic leader in the design and management of new global infrastructures. The infrastructures include Internet technologies in fixed networks and mobile environments, as well as the information and service networks built on top of them. Focus areas include the theory, data security, and trust within distributed systems, interactive systems, and the adaptability of services in a changing environment.

The Software systems sub-programme introduces you to the design and implementation of advanced software. The development of a shared software framework or platform for several software products is very demanding both technically and from the development project viewpoint. Developing such software requires technical skills, but also team- and project work, quality assurance, and communication. Within this sub-programme, you can specialise in software engineering, software technology, or information management, and study the current research questions in these areas in depth.

Selection of the Major

The sub-programmes in the Master’s programme for computer science are:
-Algorithms
-Networking and services
-Software systems

You can select any of these programmes according to your preferences at the beginning of your studies. The sub-programme determines which courses you should take.

Programme Structure

The Master’s programme comprises 120 credits, which can be completed in two years, in accordance with an approved personal study plan. The degree includes:
-80 credits of advanced courses, including shared courses within the programme, courses within the programme which support the thesis topic, the Master’s thesis (Pro gradu), 30 credits.
-40 credits of other courses from your own or other programmes. The other courses can include a work-orientation period.

Career Prospects

The employment outlook within the field is excellent. Masters of computer science find varied positions within the ICT field, both as employees and entrepreneurs. The nature of the education is also geared towards giving you an aptitude for managerial posts. All the sub-programmes provide the qualifications to find employment in a wide variety of jobs.

Software-system graduates often start their careers as software developers and designers, while network graduates often start with software at the infrastructure level (such as data communications, computation, or data entry). The skills learned in the algorithms sub-programme enable you to work on challenging tasks in various fields.

As a graduate you can find employment within small or large corporations as well as organisations in the private, public, or third sector. Due to the global nature of the field, you can find employment anywhere in the world. Taking modules from other education programmes will help you apply your computer science skills in other areas. Many jobs are based on these combinations.

Thanks to its strong scientific basis, the degree is also an excellent springboard to a doctoral programme.

Internationalization

There is a very international atmosphere within the programme, as nearly a third of the students come from abroad, and the advanced courses are instructed by international researchers.

In addition, the University of Helsinki and the Faculty of Science offer you many opportunities for international activities:
-Instruction in English within other education programmes.
-International tasks within the students’ organisations or union.
-Language courses at the Language Centre of the University of Helsinki.

You can also get information and counselling about independent international experience, such as:
-Student exchange in one of the exchange locations of the faculty or university.
-Traineeships abroad.

Computer science at the University of Helsinki is a popular exchange location, especially from Germany. Some 5-10 students come annually; exchange students have come from 14 countries in recent years. The students in the department have taken exchange periods in 16 countries in the past few years.

Research Focus

There are several multidisciplinary research projects under way at the Faculty of Science, which are being carried out in cooperation with the research institutes on the science campus and with other faculties, universities, and corporations. The role of computer science within these projects is to develop the basic methods of the discipline in strategic areas and to collaborate in depth with other disciplines.

The sub-programmes within the Master’s programme cover a considerable part of the strategic focus areas of computer science research at the University of Helsinki: algorithms, data analysis and machine learning, networking and services, software systems, bioinformatics, and data science.

Computer science is part of three Finnish Academy centres of excellence: for computational inference, inversion problems, and cancer genetics. These units represent the collaboration between computer science and other disciplines.

Computer science has coordinated the long-lived Algodan centre of excellence, which has been the basis for many current research groups.

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This programme will allow you to explore the philosophical themes and ideas that lie behind modern science. You’ll discuss a range of issues that animate debates in contemporary philosophy of science, gaining an insight into how we understand science and how this has changed over time. Read more

This programme will allow you to explore the philosophical themes and ideas that lie behind modern science.

You’ll discuss a range of issues that animate debates in contemporary philosophy of science, gaining an insight into how we understand science and how this has changed over time. You’ll think about the nature and extent of scientific knowledge and explanation, for example, as well as specialising in topics that suit your interests, from the metaphysics of science to epistemological topics such as realism and representation.

Our core module will introduce you to concepts and trends in philosophy of science, while you’ll select optional modules on topics of your choice. You could even broaden your approach by taking a module in Analytic Philosophy or the history of modern science communication, or gain more research experience by extending your dissertation.

Guided by internationally renowned researchers in our Centre for History and Philosophy of Science, you’ll learn in a supportive and stimulating environment.

We have world-class research resources to support your studies. In addition to its collections in history and philosophy, the Brotherton Library houses extensive manuscript, archive and printed material in its Special Collections, including Newton’s Principia, a first edition of his Opticks and thousands of books and journals on topics in the history of science. The Edward Boyle Library also possesses an extensive collection of works in the philosophy of science and across the full range of scientific topics in general.

The Centre also hosts a number of research seminars given by visiting speakers, staff members and doctoral students and which all postgraduate students are encouraged to attend. There are also regular reading groups on a wide range of topics and the seminar series of other centres within the School are also available.

Course content

From the start of the programme you’ll explore issues and concepts in philosophy of science, as a core module introduces you to classic debates and recent trends in the subject. You’ll then build on this knowledge when you choose from a range of optional modules throughout the year, allowing you to specialise in areas such as the philosophy of physics, philosophy of biology, or realism and representation in science.

Throughout the year, you’ll gain a firm foundation in philosophy of science as well as in-depth knowledge of specialist topics. You’ll take this a step further with your dissertation, an independently researched piece of work on a topic of your choice that gives you the chance to showcase your skills.

If you want to go into greater depth, you have the choice to extend your dissertation. Alternatively, you can select another module on a topic such as modern science communication or analytic philosophy, putting your research into a broader context.

If you choose to study part-time, you’ll study over a longer period and take fewer modules in each year.

Course structure

You’ll take two compulsory modules, though you can choose whether to take a standard (60 credits) or extended (90 credits) dissertation. You’ll then choose one or two optional modules.

Compulsory modules

  • Philosophy of Science: Classic Debates & Current Trends 30 credits

Optional modules

  • Topics in the Philosophy of Physics 30 credits
  • Advanced Topics in History and Philosophy of Biology 30 credits
  • Advanced Topics in Realism and Representation in Science 30 credits
  • History & Theory of Modern Science Communication 30 credits
  • Advanced Topics in Metaphysics of Science 30 credits
  • Special Option (Philosophy of Science) 30 credits
  • Analytic Philosophy A 30 credits
  • Analytic Philosophy B 30 credits

For more information on typical modules, read Philosophy of Science MA Full Time in the course catalogue

For more information on typical modules, read Philosophy of Science MA Part Time in the course catalogue

Learning and teaching

Most of our taught modules combine seminars and tutorials, where you will discuss issues and concepts stemming from your reading with a small group of students and your tutor. You’ll also benefit from one-to-one supervision while you complete your dissertation. Independent study is also an important element of the programme, allowing you to develop your skills and pursue your own interests more closely.

Assessment

We assess your progress using a combination of exams and coursework, giving you the freedom to research and write on topic areas that suit your interests within each module you study.

Career opportunities

The subject knowledge you’ll gain from this programme, as well as the advanced skills in research, analysis and communication, will open doors to a wide range of careers.

This programme is good preparation for fields such as public engagement with science, but graduates from our School have pursued diverse careers in fields such as teaching, consultancy, business management, administration, accountancy and the civil service among others. Many of our graduates also go onto further study at PhD level and continue to work in academia.

Careers support

We encourage you to prepare for your career from day one. That’s one of the reasons Leeds graduates are so sought after by employers.

The Careers Centre and staff in your faculty provide a range of help and advice to help you plan your career and make well-informed decisions along the way, even after you graduate. Find out more at the Careers website.



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Environmental earth science (or geoscience) covers a range of topics including hydrology, sedimentology and geomorphology. This course provides specialist skills and knowledge for science graduates wanting to pursue careers in environmental earth science. Read more

What is environmental earth science?

Environmental earth science (or geoscience) covers a range of topics including hydrology, sedimentology and geomorphology.

Who is this course for?

This course provides specialist skills and knowledge for science graduates wanting to pursue careers in environmental earth science. Environmental scientists undertake work such as developing ways to minimise the impacts of humans on the natural environment.

Course learning outcomes

The graduates of James Cook University are prepared and equipped to create a brighter future for life in the tropics world-wide.
JCU graduates are committed to lifelong learning, intellectual development, and to the display of exemplary personal, professional and ethical standards. They have a sense of their place in the tropics and are charged with professional, community, and environmental responsibility. JCU graduates appreciate the need to embrace and be acquainted with the Aboriginal and Torres Strait Islander Peoples of Australia. They are committed to reconciliation, diversity and sustainability. They exhibit a willingness to lead and to contribute to the intellectual, environmental, cultural, economic and social challenges of regional, national, and international communities of the tropics.
On successful completion of the Graduate Diploma of Science, graduates will be able to:
*Integrate and apply advanced theoretical and technical knowledge in one or more science disciplines
*Retrieve, analyse, synthesise and evaluate knowledge from a range of sources
*Plan and conduct reliable, evidence-based laboratory and/or field experiments/practices by selecting and applying methods, techniques and tools, as appropriate to one or more science disciplines
*Organise, analyse and interpret complex scientific data using mathematical, statistical and technological skills
*Communicate complex scientific ideas, arguments and conclusions clearly and coherently to a variety of audiences through advanced written and oral English language skills and a variety of media
*Identify, analyse and generate solutions to unpredictable or complex problems, especially related to tropical, rural, remote or Indigenous contexts, by applying scientific knowledge and skills with initiative and high level judgement
*Explain and apply regulatory requirements, ethical principles and, where appropriate, cultural frameworks, to work effectively, responsibly and safely in diverse contexts
*Reflect on current skills, knowledge and attitudes to manage their professional learning needs and performance, autonomously and in collaboration with others.

Award title

GRADUATE DIPLOMA OF SCIENCE (GDipSc)

Course articulation

Students who complete the Graduate Diploma of Science are eligible for entry to the Master of Science, and may be granted advanced standing for all subjects completed under the Graduate Diploma.

Entry requirements (Additional)

English band level 1 - the minimum English Language test scores you need are:
*Academic IELTS – 6.0 (no component lower than 5.5), OR
*TOEFL – 550 (plus minimum Test of Written English score of 4.0), OR
*TOEFL (internet based) – 79 (minimum writing score of 19), OR
*Pearson (PTE Academic) - 57

If you meet the academic requirements for a course, but not the minimum English requirements, you will be given the opportunity to take an English program to improve your skills in addition to an offer to study a degree at JCU. The JCU degree offer will be conditional upon the student gaining a certain grade in their English program. This combination of courses is called a packaged offer.
JCU’s English language provider is Union Institute of Languages (UIL). UIL have teaching centres on both the Townsville and Cairns campuses.

Minimum English language proficiency requirements

Applicants of non-English speaking backgrounds must meet the English language proficiency requirements of Band 1 – Schedule II of the JCU Admissions Policy.

Why JCU?

James Cook University brings together a team of academic and associate staff across multiple disciplines.
*Nationally-recognised leader in geoscience
*state-of-the-art research and teaching facilities
*internationally-acclaimed academic teaching staff
*strong collaboration with industry and research organisations, both locally and internationally.

Career Opportunities

A postgraduate qualification from JCU can enhance your career prospects, enable you to reskill and change careers completely, or develop a specialist area of expertise and personal interest.
Earth science and environmental science graduates enjoy well-paid careers in Australia and overseas. A range of opportunities await graduates in the academia as well as in private and public sectors.
As an Environ mental Scientist, for instance, you will measure and record features of the environment and study, assess and develop methods of controlling or minimizing the harmful effects of hum an activity on the environment.
Graduates can also get jobs as research assistants or support staff for teaching. With a PhD, you can gain research positions (Postdoctoral, Fellowships) that are often funded for a few years or apply for permanent positions as a lecturer and researcher.

Application deadlines

*1st February for commencement in semester one (February)
*1st July for commencement in semester two (mid-year/July)

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Ocean acidification, energy resources, coastal erosion and flooding are just some of the issues that make ocean science such an important component when addressing the world’s most pressing environmental, energy and construction challenges. Read more
Ocean acidification, energy resources, coastal erosion and flooding are just some of the issues that make ocean science such an important component when addressing the world’s most pressing environmental, energy and construction challenges. This course allows you to tailor your study towards employment in a specific sector including oceanographic and environmental research and consultancy, marine renewable energy, marine conservation management, offshore exploration and hydrographic surveying.

You will equip yourself for a career in hydrographic surveying by choosing the hydrography pathway in the final year - study the exploration and sustainable management of marine resources, construction and environmental support. You’ll conduct a research or consultancy-type project closely linked to one of our marine science research groups or industrial partners, providing an experience of working with established marine scientists and contributing to current work in a wider context.

Key features

-Gain a sound knowledge base across all areas of ocean science with options to develop specialist skills in marine conservation, oceanography or hydrography.
-Specialise in subjects that most interest you including coastal dynamics, seafloor mapping, physical oceanography, meteorology, remote sensing, offshore exploration, biological oceanography, marine pollution and conservation.
-Equip yourself for a career in hydrographic surveying by choosing the hydrography pathway in the final year (with potential high-level professional FIG/IHO/ICA accreditation) - study the exploration and sustainable management of marine resources, construction and environmental support.
-Conduct a research or consultancy-type project closely linked to one of our marine science research groups or industrial partners, providing an experience of working with established marine scientists and contributing to current work in a wider context.
-Develop your range of practical skills with our own fully-equipped fleet of boats, a new £4.65 million Marine Station used as a base for fieldwork afloat, industry standard oceanographic and surveying equipment and a type-approved ship simulator.
-Option to take the industry-recognised professional diving qualification (HSE Professional SCUBA) alongside your degree, and an optional scientific diving module to provide training and qualification for diving-based research projects and employment (limited places and additional costs apply).
-Experience an overseas field course that's aimed at integrating ocean science knowledge and understanding across the different sub-disciplines.

Course details

Year 1
Your first year, shared across the Marine Science Undergraduate Scheme, introduces the full range of topics within the degree and develops your underpinning scientific knowledge and practical skills. You’ll develop your understanding of the Earth’s oceans and the key physical, chemical, biological processes that occur in these systems. You’ll build practical skills and enhance your ability to analyse, present and interpret scientific data through field-based activities.

Core modules
-OS101 Introduction to Ocean Science
-OS103 Biology and Hydrography of the Ocean
-OS105 Mapping the Marine Environment
-OS102 Physical and Chemical Processes of the Ocean
-OS104 Measuring the Marine Environment

Optional modules
-GEES1002PP Climate Change and Energy
-GEES1003PP Sustainable Futures
-GOV1000PP One Planet? Society and Sustainability
-ENGL405PP Making Waves: Representing the Sea, Then and Now
-GEES1001PP Natural Hazards
-OS106PP Our Ocean Planet
-OS107PP Space Exploration

Year 2
In your second year, the emphasis will be on understanding core aspects of ocean science, including topics in ocean exploration, oceanography and marine conservation, and enhancing your practical and research skills. You’ll participate in a field work module based at our Marine Station, learning how to use industry standard instrumentation and software for measuring a variety of parameters in the coastal zone and you’ll develop a proposal for your final year project. There's also opportunity to apply scientific diving skills gained alongside the degree for suitably qualified individuals.

Core modules
-OS201 Global Ocean Processes
-OS202 Monitoring the Marine Environment
-OS206 Researching the Marine Environment

Optional modules
-OS208 Meteorology
-OS209 Marine Remote Sensing
-OS207 Scientific Diving
-OS203 Seafloor Mapping
-OS204 Waves, Tides and Coastal Dynamics
-OS205 Managing Human Impacts in the Marine Environment

Year 3
You’ll focus on topics with special relevance to your future plans including options across the specialisms offered through the related BSc Marine Science courses. A residential field course allows you to develop a group-based in-situ investigative study. A large part of the year is spent completing a research project, carrying out an in-depth investigation under the guidance of a member of academic staff.

Optional modules
-BPIE338 Ocean Science Placement

Year 4
Pathway options in the final year provide both an opportunity for you to pursue your choice of topic in greater depth and an opportunity to increase the breadth of your study through modules from the applied contemporary offerings of our Marine Science MSc programmes: Applied Marine Science, Marine Renewable Energy and Hydrography. You’ll conduct a research or consultancy-type project closely linked to one of our internationally-leading marine science research groups or industrial partners, providing an experience of working with established marine scientists.

Optional modules
-MAR517 Coastal Erosion and Protection
-MATH523 Modelling Coastal Processes
-MAR520 Hydrography
-MAR522 Survey Project Management
-MAR515 Management of Coastal Environments
-MAR518 Remote Sensing and GIS
-MAR521 Acoustic and Oceanographic Surveying
-MAR507 Economics of the Marine Environment
-MAR523 Digital Mapping
-MAR516 Contemporary Issues in Marine Science
-MAR519 Modelling Marine Processes

Every undergraduate taught course has a detailed programme specification document describing the course aims, the course structure, the teaching and learning methods, the learning outcomes and the rules of assessment.

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

Who is it for?

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

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

Objectives

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

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

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

Placements

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

Academic facilities

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

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

Scholarships

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

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

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

Teaching and learning

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

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

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

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

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

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

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

Course content

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

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

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

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

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

Individual project - (60 credits)

Career prospects

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

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

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This award is offered within the Postgraduate Scheme in Health Technology, which aims to provide professionals in Medical Imaging, Radiotherapy, Medical Laboratory Science, Health Technology, as well as others interested in health technology, with an opportunity to develop advanced levels of knowledge and skills. Read more

Programme Aims

This award is offered within the Postgraduate Scheme in Health Technology, which aims to provide professionals in Medical Imaging, Radiotherapy, Medical Laboratory Science, Health Technology, as well as others interested in health technology, with an opportunity to develop advanced levels of knowledge and skills.

A. Advancement in Knowledge and Skill
‌•To develop specialists in their respective professional disciplines to enhance their career paths;
‌•To broaden students' exposure to health science and technology to enable them to cope with the ever-changing demands of work; and
‌•To provide a laboratory environment for testing problems encountered at work.

Students develop intellectually, professionally and personally while advancing their knowledge and skills in Medical Laboratory Science. The specific aims of this award are:
‌•To broaden and deepen students' knowledge and expertise in Medical Laboratory Science;
‌•To introduce students to advances in selected areas of diagnostic laboratory techniques;
‌•‌To develop in students an integrative and collaborative team approach to the investigation of common diseases;
‌•To foster an understanding of the management concepts that are relevant to clinical laboratories; and
‌•To develop students' skills in communication, critical analysis and problem solving.

B. Professional Development
‌•To develop students' ability in critical analysis and evaluation in their professional practices;
‌•To cultivate within healthcare professionals the qualities and attributes that are expected of them;
‌•To acquire a higher level of awareness and reflection within the profession and the healthcare industry to improve the quality of healthcare services; and
‌•To develop students' ability to assume a managerial level of practice.

C. Evidence-based Practice
‌•To equip students with the necessary research skills to enable them to perform evidence-based practice in the delivery of healthcare service.

D. Personal Development
‌•To provide channels for practising professionals to continuously develop themselves while at work; and
‌•To allow graduates to develop themselves further after graduation.

Programme Characteristics

Our laboratories are well-equipped to support students in their studies, research and dissertations. Our specialised equipment includes a flow cytometer, cell culture facilities, basic and advanced instruments for molecular biology research (including thermal cyclers, DNA sequencers, real-time PCR systems and an automatic mutation detection system), microplate systems for ELISA work, HPLC, FPLC, tissue processors, automatic cell analysers, a preparative ultracentrifuge and an automated biochemical analyser.

This programme is accredited by the Institute of Biomedical Science (UK), and graduates are eligible to apply for Membership of the Institute.

Programme Structure

The Postgraduate Scheme in Health Technology consists of the following awards:
‌•MSc in Medical Imaging and Radiation Science
‌•MSc in Medical Laboratory Science

A range of subjects that are specific to the Medical Laboratory Science profession, and a variety of subjects of common interest and value to all healthcare professionals, are offered. In general, each subject requires attendance on one evening per week over a 13-week semester.

Award Requirements

Students must complete 1 Compulsory Subject (Research Methods & Biostatistics), 4 Core Specialism Specific Subjects, 2 Elective Subjects (from any subjects within the Scheme) and a research-based Dissertation. They are encouraged to select a dissertation topic that is relevant to their professional and personal interests.

Students who have successfully completed 30 credits, but who have taken fewer than the required 4 Core Specialism Specific Subjects, will be awarded a generic MSc in Health Technology without a specialism award.

Students who have successfully completed 18 credits, but who decide not to continue with their course of MSc study, may request to be awarded a Postgraduate Diploma (PgD) as follows:
‌•PgD in a specialism if 1 Compulsory Subject, 4 Core Subjects and 1 Elective Subject are successfully completed; or
‌•PgD in Health Technology (Generic) if 1 Compulsory Subject and any other 5 Subjects within the Scheme are successfully completed.

Core Areas of Study

The following is a list of the Core Medical Laboratory Science Subjects. Some subjects are offered only in alternate years.

•Integrated Medical Laboratory Science
‌•Advanced Topics in Health Technology
‌•Clinical Applications of Molecular Diagnostics in Healthcare
‌•Clinical Chemistry
‌•Epidemiology
‌•Haematology & Transfusion Science
‌•Histopathology & Cytology
‌•I‌mmunology
‌•Medical Microbiology
‌•Molecular Technology in the Clinical Laboratory
‌•Workshops on Advanced Molecular Diagnostic Technology

Having selected the requisite number of subjects from the Core list, students can choose the remaining Core Subjects or other subjects available in this Scheme as Elective Subjects.

The two awards within the Scheme share a similar programme structure, and students may take subjects across disciplines. For subjects offered within the Scheme by the other discipline of study, please refer to the information on the MSc in Medical Imaging and Radiation Science.

English Language Requirements

If you are not a native speaker of English, and your Bachelor's degree or equivalent qualification is awarded by institutions where the medium of instruction is not English, you are expected to fulfil the University’s minimum English language requirement for admission purpose. Please refer to the "Admission Requirements" http://www51.polyu.edu.hk/eprospectus/tpg/admissions-requirements section for details.

Additional Document Required
Transcript / Certificate

Other Information
Suitable candidates may be invited to attend interviews.

How to Apply

For latest admission info, please visit [email protected] http://www51.polyu.edu.hk/eprospectus/tpg and eAdmission http://www.polyu.edu.hk/admission

Enquiries

For further information, please contact:
Telephone: (852) 3400 8653
Fax: (852) 2362 4365
E-mail:

For more details of the programme, please visit [email protected] http://www51.polyu.edu.hk/eprospectus/tpg/2016/55005-mmf-mmp website.

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This innovative degree is offered in partnership with the Sydney Institute of Marine Science (SIMS), the University of Technology Sydney, the University of New South Wales and the University of Sydney. Read more

Overview

This innovative degree is offered in partnership with the Sydney Institute of Marine Science (SIMS), the University of Technology Sydney, the University of New South Wales and the University of Sydney. This interdisciplinary and cross-institutional degree is unique in Australia, and gives you in-depth knowledge in a range of disciplines in marine science and management.

Study at up to three of the four participating universities. Students enrol at one of the partner universities where they complete six of eight subjects. Two of the remaining subjects can be chosen from a list of electives across all participating universities. The core subject involves a seminar series at the newly built teaching facilities at SIMS taught by leading Australian and international marine scientists. The unit culminates in a research project taking advantage of the Australian Integrated Marine Observing System database.

See the website http://courses.mq.edu.au/international/postgraduate/master/master-of-marine-science-and-management

Key benefits

- Lets you tailor your degree to suit your interests and needs
- Combines each participating institute’s strengths in marine science research and education
- Provides a unique multidisciplinary learning environment
- Gives you access to the diverse facilities of the four participating universities and the Sydney Institute of Marine Science

Suitable for

This degree is suitable for students seeking a broad base in marine science as qualification for entry into the field including those wishing to gain new and specialised skills in a range of theoretical and practical applications.

It is also suitable for professionals looking to extend their area of expertise and acquire knowledge of managerial practices.

Recognition of prior learning

Course Duration
- 1.5 year program
Bachelor degree in a relevant discipline

- 1 year program
Bachelor degree in a relevant discipline and work experience in a relevant area;
Honours, Graduate Diploma, Masters (coursework) or Higher Degree Research in a relevant discipline.

- Relevant disciplines
Environment or Marine Science related discipline;
Bachelor of Marine Science, Bachelor of Science with major in biology, or earth sciences, or geology, or geography, or oceanography, or environmental science, or Bachelor of Environmental Science, or Bachelor of Environmental Law, or any other bachelor’s degree with a substantial (>one third) component of biology, geoscience, environmental science, or oceanography.

- Relevant areas
Environment or Marine Science related sector e.g. any government, private sector, civil society position focused on environment, natural resources, oceanography, marine science.

English language requirements

IELTS of 6.5 overall with minimum 6.0 in each band, or equivalent

All applicants for undergraduate or postgraduate coursework studies at Macquarie University are required to provide evidence of proficiency in English.
For more information see English Language Requirements. http://mq.edu.au/study/international/how_to_apply/english_language_requirements/

You may satisfy the English language requirements if you have completed:
- senior secondary studies equivalent to the NSW HSC
- one year of Australian or comparable tertiary study in a country of qualification

Careers

Career Opportunities
- environmental impact assessment
- environmental management
- marine research
- policy development

Employers
- federal and state government agencies with a responsibility for marine resources
- local government
- private environmental consultancies
- universities

See the website http://courses.mq.edu.au/international/postgraduate/master/master-of-marine-science-and-management

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The MSc Archaeological Science will provide you with a solid grounding in the theory and application of scientific principles and techniques within archaeology. Read more
The MSc Archaeological Science will provide you with a solid grounding in the theory and application of scientific principles and techniques within archaeology. The programme also develops critical, analytical and transferable skills that prepare you for professional, academic and research careers in the exciting and rapidly advancing area of archaeological science or in non-cognate fields.

The programme places the study of the human past at the centre of archaeological science enquiry. This is achieved through a combination of science and self-selected thematic or period-based modules allowing you to situate your scientific training within the archaeological context(s) of your choice. The programme provides a detailed understanding of the foundations of analytical techniques, delivers practical experience in their application and data processing, and the ability to design and communicate research that employs scientific analyses to address archaeological questions. Upon graduation you will have experience of collecting, analysing and reporting on data to publication standard and ideally equipped to launch your career as a practising archaeological scientist.

Distinctive features

The MSc Archaeological Science at Cardiff University gives you access to:

• A flexible and responsive programme that combines training in scientific enquiry, expertise and vocational skills with thematic and period-focused archaeology.

• Materials, equipment, library resources and funding to undertake meaningful research in partnership with a wide range of key heritage organisations across an international stage.

• A programme with core strengths in key fields of archaeological science, tailored to launch your career in the discipline or to progress to doctoral research.

• A department where the science, theory and practice of archaeology and conservation converge to create a unique environment for exploring the human past.

• Staff with extensive professional experience in researching, promoting, publishing, and integrating archaeological science across academic and commercial archaeology and the wider heritage sector.

• An energetic team responsible for insights into iconic sites (e.g. Stonehenge, Çatalhöyük), tackling key issues in human history (e.g. hunting, farming, food, and feasts) through the development and application of innovative science (e.g. isotopes, residue analysis, DNA, proteomics)

• A unique training in science communication at every level - from preparing conference presentations and journal articles, to project reports, press releases and public engagement, our training ensures you can transmit the excitement of scientific enquiry to diverse audiences.

• Support for your future career ambitions. From further study to science advisors to specialists – our graduates work across the entire spectrum of archaeological science as well as moving into other successful careers.

Structure

There are two stages to this course: stage 1 and stage 2.

Stage 1 is made up of:

• 40 credits of Core Skills and Discipline-Specific Research Training modules for Archaeology and Conservation Master's students
• A minimum of 40 credits of Archaeological Science modules
• An additional 40 credits of Archaeological Science or Archaeology modules offered to MA and MSc students across the Archaeology and Conservation department

Stage 2 comprises:

• 60 credit Archaeological Science Dissertation (16-20,000 words, topic or theme chosen in consultation with academic staff)

Core modules:

Postgraduate Skills in Archaeology and Conservation
Skills and Methods for Postgraduate Study
Archaeological Science Dissertation

Teaching

Teaching is delivered via lectures, laboratory sessions, interactive workshops and tutorials, in addition to visits to relevant local resources such as the National Museum Wales and local heritage organisations.

Lectures take a range of forms but generally provide a broad structure for each subject, an introduction to key concepts and relevant up-to-date information. The Archaeological Science Master's provides students with bespoke training in scientific techniques during laboratory sessions. This includes developing practical skills in the identification, recording and analysis of archaeological materials during hands on laboratory sessions. These range from macroscopic e.g. bone identification, to microscopic e.g. material identification or status with light based or scanning electron microscopy, to sample selection, preparation and analysis e.g. isotopic or aDNA and include health and safety and laboratory management skills. Students will be able to develop specialist practical skills in at least one area of study. In workshops and seminars, you will have the opportunity to discuss themes or topics, to receive and consolidate feedback on your individual learning and to develop skills in oral presentation.

This programme is based within the School of History, Archaeology and Religion and taught by academic staff from across Cardiff University and by external speakers. All taught modules within the Programme are compulsory and you are expected to attend all lectures, laboratory sessions and other timetabled sessions. Students will receive supervision to help them complete the dissertation, but are also expected to engage in considerable independent study.

Assessment

The 120 credits of taught Modules within Stage 1 of the Programme are assessed through in-course assessments, including:

Extended essays
Oral presentations
Poster presentations
Statistical assignments
Critical appraisals
Practical skills tests
Data reports
Research designs

You must successfully complete the taught component of the programme before progressing to Stage 2 where assessment is:

Dissertation (16-20,000 words)

Career prospects

After successfully completing this MSc, you should have a broad spectrum of knowledge and a variety of skills, making you highly attractive both to potential employers and research establishments. You will be able to pursue a wide range of professional careers, within commercial and academic archaeology and the wider heritage sector. Career paths will generally be specialist and will depend on the choice of modules. Graduates will be well placed to pursue careers as a specialist in isotope analysis, zooarchaeological analysis or human osteoarchaeology. They will also be in a position to apply for general laboratory based work and archaeological fieldwork. Working within science communication and management are other options. Potential employers include archaeological units, museums, universities, heritage institutions, Historic England and Cadw. Freelance or self-employment career routes are also common for animal and human bone analysts with postgraduate qualifications.

The archaeology department has strong links and collaborations across the heritage sector and beyond. British organisations that staff currently work with include Cadw, Historic England, English Heritage, Historic Scotland, National Museum Wales, the British Museum, the Welsh archaeological trusts and a range of other archaeology units (e.g. Wessex Archaeology, Oxford Archaeology, Cambridge Archaeology Unit, Archaeology Wales). In addition, staff are involved with archaeological research across the world. You will be encouraged to become involved in these collaborations via research projects and placements to maximise networking opportunities and increasing your employability.

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The MSc Climate Change. Read more
The MSc Climate Change: Environment, Science and Policy programme (please see separate description for the MA programme) enables those with degrees in geography, physical sciences, engineering, computer science, etc., to focus on specific issues relating to climate and other environmental change in the Earth system, in particular on anthropogenic influences on the terrestrial, hydrological and atmospheric environments.

Key benefits

- To expose students to current understanding of the processes and nature of environmental changes occurring in Earth’s terrestrial, hydrological and atmospheric environments, to understand the linkages and causes of these forcings, and to allow them to place this knowledge within the context of our understanding of both natural variability and Earth’s history of environmental changes over the period of human societies and before.

- To expose students to the methods used to examine the potential future consequences of current environmental changes, and the potential for future significant perturbations to the Earth environment, including changes to the carbon cycle, climate, to the planet’s hydrological regimes and to its land use and land cover.

- To enable students to evaluate environmental change research critically and with regard to the strengths and weaknesses and potential societal implications of the science.

- To allow students to develop research skills in the undertaking and presentation of environmental research, and to develop specialist skills in one or more of the research tools used to investigate such issues.

- To provide an understanding of the scientific evidence needed for policy makers and society to respond to the problems associated with global and regional environmental changes happening to the Earth system, and to understand the nature of the uncertainties involved in future predictions.

- To promote initiative and the exercise of independent critical judgement in identifying, analysing and providing answers to research questions at an advanced level.

- To develop relevant transferable skills embedded in the learning and assessment schemes in the programme.

Visit the website: http://www.kcl.ac.uk/study/postgraduate/taught-courses/climate-change-environment-science-and-policy-msc.aspx

Course detail

- Description -

This programme provides a focus on specific issues relating to climate and other environmental change in the Earth system, and in particular on anthropogenic influences on the terrestrial, hydrological and atmospheric environments, and their biological, physical and societal consequences. The course exposes you to:

(i) current understanding of the processes and nature of environmental changes occurring in Earth’s terrestrial, hydrological and atmospheric environments, to understand the linkages and causes of these forcings, and to allow them to place this knowledge within the context of our understanding of both natural variability and Earth’s history of environmental changes over the period of human societies and before; and

(ii) the methods used to examine the potential future consequences of current environmental changes, and the potential for future significant perturbations to the Earth environment, including changes to the carbon cycle, climate, to the planet’s hydrological regimes and to its land use and land cover.

Students following the programme can opt for either the Policy Pathway or the Science Pathway.

Part-time students: As part of your two-year schedule, plan to take the compulsory modules Methods for Environmental Research and Global Environmental Change 1 in your first year and Dissertation in your second year.

- Course format and assessment -

Compulsory taught modules are assessed by coursework-based methods (essays, presentations, practical writeups, online quizzes). Optional modules are assessed by coursework and occasionally by examination. The three-month written research dissertation is core and is based upon work conducted overseas or in the UK.

Career prospects

This MSc is designed to prepare you for a career in environmental change research, consultancy and/or policy development. It provides interdisciplinary research training for those going onto a PhD in environmental and/or Earth system science within King's or elsewhere, and students entering the job market immediately after graduation are expected to be highly marketable in three main areas: local and national governmental and non-governmental agencies (eg Environment Agency, County Councils, Nature Conservancies); environmental consultancies and businesses (eg environmental informatics providers; environmental businesses - including carbon trading; insurance; waste management and energy industries), and policy development organisations (eg such government departments as Defra). The Seminars in Environmental Research, Management and Policy module offers you the chance to hear and meet practitioners in many of these key areas.

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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