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Masters Degrees (Affective Neuroscience)

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Our Affective Disorders course has been created for a broad spectrum of students and mental health professionals who are interested in specialist training from world-class experts. Read more

Our Affective Disorders course has been created for a broad spectrum of students and mental health professionals who are interested in specialist training from world-class experts. You will study all aspects of affective disorders, ranging from their characterisation and assessment to the challenges of treating these debilitating conditions. 

We are proud to have been awarded an IoPPN Excellence Award in 2017 for student satisfaction in the Postgraduate Taught Education Survey (PTES)

Key benefits

  • Specialist careers for those interested in studying or researching the affective disorders.
  • Valuable insight from those working in the field and those involved in internationally-acclaimed research on the causes and treatment of affective disorders.
  • A clinical observership in key mental health service that treats patients with affective disorders.

Description

Affective disorders are also known as mood disorders and the main types include depression, bipolar disorder and anxiety disorder. It is predicted that they will become the second leading contributor to global burden of disease by 2020 and specialist training in this area is currently sparse. The purpose of our course is to meet the growing need for a graduate training course that focuses exclusively on affective disorders.

Our Affective Disorders course is accessible to a wide audience, but would be of particular interest to psychiatrists, GPs, psychologists, related medical professionals and pharmaceutical scientists. It is especially suitable for health professionals who wish to refocus their career and specialise in Affective Disorders. It is equally suitable for health professionals who already work in a relevant field and wish to gain recognition for their expertise. Graduates who wish to pursue clinical psychology training, or research on the affective disorders may also be interested.

This course will adopt a multidisciplinary approach by capitalising on the most recent findings from a range of clinical and non-clinical disciplines, such as psychiatry, psychology, genetics, neuroscience, epidemiology and biostatistics. Upon completion, you will be able to integrate knowledge from different disciplines and relate it to the behaviours and symptoms present in affective disorders. You will be trained in the key scientific and methodological aspects of affective disorders, their care and related research. You will also gain transferable skills through a variety of tutorials and exercises.

You will benefit from the teaching of world-renowned experts in the field, conduct a research project and have the possibility to do a clinical placement across the full range of affective disorders services within the South London and Maudsley NHS Foundation Trust. You will be taught by The Centre for Affective Disorders, which represents a centre of excellence for understanding the science related to mood and anxiety disorders and using this knowledge to develop new treatments, including both psychological and pharmacological treatments. The clinical observership will enable you to observe various presentations, treatments and outcomes first-hand.

Course format and assessment

You will be taught through a mix of lectures, seminars and tutorials.

Typically, one credit equates to 10 hours of work.

You will be assessed through a combination of coursework and examinations.

Year 1

Examination (55%) | Coursework (30%) | Practical (15%)

Extra information

Regulating body

King’s College is regulated by the Higher Education Funding Council for England

Career prospects

Upon completion, you will have a solid understanding of the concepts, theories and practicalities, which are relevant to affective disorders. You may go on to enhanced careers in mental health as clinicians and/or policy makers, conduct further full-time study in an academic research environment (e.g. PhD) or in a taught clinical programme (e.g. Doctorate in Clinical Psychology), gain employment in an academic, clinical or pharmaceutical organisation. You may also enter scientific publishing.



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Learn how different brain functions contribute to cognition, mediate social interaction, and determine mental health, well-being and psychiatric illness. Read more
Learn how different brain functions contribute to cognition, mediate social interaction, and determine mental health, well-being and psychiatric illness.

Who is it for?

This Masters is ideal for those who have an undergraduate degree in Psychology or a related discipline and would like to build more knowledge and skills highly valued both in academic research and the clinical professions. The MSc is an ideal platform from which to progress to PhD studies, particularly in Cognitive or Social Neuroscience. Students will also be well-equipped should they wish to undertake further professional training in Clinical Psychology, or a related discipline.

Objectives

This Masters degree bridges three research and clinical disciplines:
-Cognitive neuroscience (the study of human brain functions such as memory, perception and language).
-Clinical neuroscience (the understanding of neurological, psychological or psychiatric illness via their neural and cognitive antecedents).
-Social neuroscience (the investigation of brain processes that help us communicate, feel, learn and interact with others).

The major aim of this programme is to provide you with a thorough grounding in the neuroscience that underpins human cognitive brain function, clinical, social and affective interaction, and neuropathology.

Teaching will comprise of seminars, lectures, computing and statistics classes, and supervision of an individual research project. Your learning experience during the programme will be enhanced by an invited speaker’s programme of external experts who work in clinical, social or cognitive neuroscience.

Academic facilities

You will have access to all the facilities and laboratories in the Psychology Department. Our members have experience with a wide range of neuroscientific techniques, including neuropsychological testing, psychophysics and functional Magnetic Resonance Imaging (fMRI).

We have particular strengths in the use of Electroencephalography (EEG), Transcranial magnetic stimulation (TMS) and Transcranial Electric Stimulation (a weak current applied to the scalp), in addition to measures of human behaviour (e.g. response times, response errors, and eye movements) and physiological measures (e.g. galvanic skin response and heart rate).

We test neurologically normal individuals, special populations (e.g. people with synesthesia) and people with expertise or acquired skills (e.g. dancers, musicians, athletes), as well as people with brain damage (e.g. neglect or split-brain patients), psychiatric diagnoses (e.g. schizophrenia), sensory deficits (e.g. visual and hearing impairments) and developmental disorders (e.g. dyslexia or autism).

Placements

We help facilitate Clinical placements and are able and offer Research placements within our department.

Clinical placements: Center for Psychological Wellbeing and Neuroscience (CPWN) in collaboration with City and Hackney Mind (CHM).

Teaching and learning

Teaching will be comprised of lectures, seminars, group work and discussions, workshops and tutorials, reports, computing and statistics classes and the individual research dissertation.

You will undertake independent study, supported by the teaching and learning team, and will receive detailed feedback on your coursework. You will be provided with assessment and grade-related criteria which will outline your intended learning outcomes, along with the skills, knowledge and attitudes you are expected to demonstrate in order for you to complete an assessment successfully. You will also be assigned a personal tutor as your primary contact, who will advise you on academic matters and monitor your progress through the programme.

You will find a supportive vibrant research environment in the Department. The course is taught by academics, who are internationally recognised experts in their field with different backgrounds in clinical, social and cognitive neuroscience.

Assessment

Your learning will be assessed through essays, examinations, oral presentations, research methods projects and interpretation of statistical analyses, formal research proposals and a dissertation.

Modules

The programme consists of eight taught modules worth 15 credits each with around 30-34 hours of face-to-face contact, supported by online resources and an empirical research project (worth 60 credits).

You will learn about the latest advances in clinical, social and cognitive neuroscience and develop an appreciation of the reciprocal nature of research and practice in these domains. For example how insights from functional neuroimaging inform our understanding of neurological disorders and how clinical observations inform neurocognitive modelling.

Course structure
-Principles of Neuroscience: Brain anatomy, techniques and paradigms
-Developmental Cognitive Neuroscience
-Mental Health, Well-being and Neuroscience
-Fundamental Processes in Cognitive Neuroscience & Neuropsychology I
-Fundamental Processes in Cognitive Neuroscience & Neuropsychology II
-Social Cognition and the Social Brain
-Statistical models and Research Methods and Programming
-Research Dissertation
-Invited speakers programme

Career prospects

This course will provide you with knowledge and skills highly valued both in academic research and the clinical professions. The MSc is an ideal platform from which to progress to PhD studies, particularly in Cognitive or Social Neuroscience. You will also be well-equipped should you wish to undertake further professional training in Clinical Psychology, or a related discipline.

The knowledge and skills you will acquire in this programme are highly valuable, whether you choose to pursue further research or an applied occupation. They will enhance your employability prospects in a wide range of sectors including the pharmaceutical industry, neuromarketing, the computing industry, science and the media, science and the arts, business or education.

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This unique two-year international programme is offered in collaboration with Yale University. There is a focus on developmental psychopathology drawing on multidisciplinary perspectives, with a specific emphasis on neuroscience. Read more
This unique two-year international programme is offered in collaboration with Yale University. There is a focus on developmental psychopathology drawing on multidisciplinary perspectives, with a specific emphasis on neuroscience. Students spend year one in London, primarily based at the Anna Freud National Centre for Children and Families and year two at Yale.

Degree information

The programme provides students with an excellent foundation in developmental psychopathology and neuroscience, with a focus on:
-The emergence of childhood clinical disorders (e.g. autism, depression and PTSD)
-Multiple theoretical frameworks of disorder
-Research practice, including science communication
-The translational issues around research and psychological treatments
-This two-year MRes has a total value of 330 credits. 135 credits of taught modules are taken in the first year and in the second year, the research portfolio, comprising an oral presentation, proposal, dissertation and research poster, comprises a total of 195 credits.

Year One core modules
-An Introduction to Psychoanalytic Theory
-The Clinical Theory of Psychoanalysis
-Research Methods I: Research Skills
-Research Methods II: Introduction to Statistical Analysis
-Research Methods III: Evaluating Research Literature (formative)
-Introduction to Neuroscience Methods
-Affective Neuroscience
-Multiple Perspectives on Development and Psychopathology I
-Multiple Perspectives on Development and Psychopathology II

Year Two core modules
-Series of formative workshops (e.g. fMRI; EEG; Advanced research design; Integrating cross-disciplinary models)
-Research Portfolio (see below)

Dissertation/research project
The research portfolio comprises a project presentation – made up of an oral presentation, slides and a written proposal, a written dissertation and a research poster. All students undertake a research project supervised by a faculty member while at Yale, completing a dissertation of 15,000–17,000 words.

Teaching and learning
The programme comprises lectures, research classes, tutorials, small-group seminars, and computer-based practical classes. Assessment is predominantly through essays, statistical assignments, a piece of science communication and unseen examinations. In the second year assessment will be based on the research portfolio - comprising an oral presentation, written research proposal, the dissertation and a poster. Further information on modules and degree structure is available on the department website.

Careers

Typically our students are interested in pursuing a research or clinical career. Of students who graduated within the last two years, 23% are now enrolled on PhD programmes; 38% are employed as research associates, 23% are undertaking further training and the remaining 16% are undertaking clinical work.

Employability
The two-year structure allows students to not only develop in-depth theoretical knowledge and research skills but also provides the opportunity to undertake a substantial piece of research under the mentorship of a leading Yale academic and their research lab. A grounding in quantitative analysis and fMRI/EEG skills combined with a focus on clinical disorders during childhood make students particularly attractive as prospective PhD candidates and doctoral Clinical Psychology applicants. Students are encouraged to publish their research where possible.

Some students seek voluntary clinically relevant experience across both years, which is particularly helpful for those considering applications to Clinical Psychology doctoral programmes.

Why study this degree at UCL?

Students acquire excellent research skills in statistical analysis and a grounding in neuroimaging methods, including fMRI and EEG, and expertise in critical evaluation of research.

The programme is based at the Anna Freud National Centre for Children and Families in London, a world-renowned centre for research, training and clinical practice in the field of child mental health.

UCL Psychology & Language Sciences undertakes world-leading research and teaching in mind, behaviour, and language. The division has excellent links with other universities including Yale, providing unique research and networking opportunities for postgraduate students.

Our work attracts staff and students from around the world. Together they create an outstanding and vibrant environment, taking advantage of cutting-edge resources, including state-of-the art neuroimaging equipment. The division offers an extremely supportive environment with opportunities to attend numerous specialist seminars, workshops, and guest lectures.

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We're committed to developing our postgraduates into skilled researchers who can conduct rigorous research using a variety of methodologies and methods- http://www.gold.ac.uk/pg/mphil-phd-psychology/. Read more
We're committed to developing our postgraduates into skilled researchers who can conduct rigorous research using a variety of methodologies and methods- http://www.gold.ac.uk/pg/mphil-phd-psychology/

Supervision can be offered in any of the areas of departmental activity.

During your first year you may take a range of taught modules including research design and analysis, methodology, theoretical issues, and statistics; requirements will vary depending on any postgraduate research training you have already undertaken.

The MPhil programme offers the opportunity for you to continue your research to a PhD.

You will attend and contribute to research seminars, and through departmental and Goldsmiths-wide modules you are also encouraged to develop practical skills such as public speaking, poster preparation, scientific writing, and how to deal with the media.

You meet regularly with your supervisor at every stage, and develop a structured approach to designing, executing, analysing and writing up your research.

You will have access to the Department of Psychology's range of laboratories, testing rooms and research equipment. You have an annual allowance to contribute towards your research expenses and participation in at least one national or international conference.

What kind of research could I do?

We are able to support research in most areas of psychology. Some students have already formulated specific research ideas before they apply here, and find a supervisor in the department who is able to help them develop these into a doctoral research programme; if this applies to you, see information on the expertise of all our staff and contact any who you think may be able to help you to pursue these.

Other students are attracted by the research interests of our staff, and may decide to undertake a project which has been suggested by them and which relates to their ongoing research. To explore these or other research ideas, start by emailing the member of staff whose research interests you. Each staff member will discuss research ideas with you via email, skype or phone; and you are very welcome to visit staff at Goldsmiths to discuss your options further.

Contact the department

If you have specific questions about the degree, contact Denise Barry.

Structure

Our postgraduate students are offered a stimulating study environment in which to research their higher degree.

We have a thriving postgraduate school with some 40 current students on full-time and part-time programmes, including mature students and students from the EU and overseas.

We provide training modules in research methods in your first year, a regular report/presentation schedule, and excellent computing/research facilities.

If you are thinking of doing an MPhil at Goldsmiths, the first step is to get in touch with any members of our staff whose research is in line with your interests.

The MPhil programme offers the opportunity for you to continue your research to a PhD.

Training and support

All our MPhil students are assigned a specific research supervisor (or sometimes joint supervisors).

As well as receiving ongoing support and guidance from their allocated supervisor(s), our students undergo comprehensive training in psychological research methods (unless they already hold an MSc approved by the ESRC) in line with current ESRC training guidelines, which includes quantitative and qualitative research methodologies. This is mainly during the first year of registration (or first two years for part-time students. Our MPhil students also attend various short generic research skills and methods training (CRT) modules run by the College, also in their first year (or first two years if part-time).

Our students have full access to the Department's excellent facilities for lab and field research, and first-rate technical support is available from the Department's five-strong team of full-time technical staff.

Your progress

You may have the option to upgrade to a PhD after 12 months full-time, or 20 months part-time.

Your progress on your thesis is regularly monitored by the Department's Postgraduate Programmes Committee. The Head of Department can recommend suspension from the programme at any stage if progress is not satisfactory.

Postgraduate facilities

All full-time students have their own workplace and a networked computer with access to programmes for their research needs, plus email and internet facilities. Part-time students also have access to a networked computer, generally shared between two or three students. In addition, we have a lab solely for the use of postgraduates, and a postgraduate computing room. We also run a psychological test library for staff and students.

Seminars and presentations

Our postgraduates have regular opportunities to meet up with other students and to make contact with staff.

The Department runs a number of active visiting lecturer seminar programmes and a weekly Postgraduate Seminar Series, at which students learn about the research of their colleagues, and receive guidance on topics such as giving presentations or writing up a thesis. There are also several specialised research groups (including affective neuroscience, consciousness studies, development and social processes, occupational psychology, visual cognition) open to staff, researchers and postgraduate students which hold regular discussion sessions and talks.

All postgraduates are invited to attend an annual Research Seminar Weekend in an informal setting at Cumberland Lodge in Windsor Great Park, which is funded by the Department. Here, we have a programme of internal and external speakers.

In addition, our annual Postgraduate Poster Party gives students the opportunity to update the Department on their work.

Conferences

Besides the yearly presentation to the Department, our postgraduates are strongly encouraged to present their work, eg as a paper or poster, at external conferences and financial support is set aside for this. Some recent presentations by postgraduates include:

-Priming for depth-rotated objects depends on attention. (Vision Sciences, Sarasota)
-Imagining objects you have never seen: Imagery in individuals with profound visual impairment. (BPS Annual Conference)
-Modelling dopaminergic effects on implicit and explicit learning tasks. (Annual Summer Interdisciplinary Conference)
-Individual differences in affective modulation of the startle reflex and emotional stroop task. (BPS Conference)
-Evolution and psi: Investigating the presentiment effect as an adapted behaviour. (Society for Psychical Research 25th International Conference)
-Presence: Is your heart in it? (4th Annual International Workshop on Presence)
-The effects of state anxiety on the suggestibility and accuracy of child eyewitnesses. (11th European Conference of Psychology and Law)
-The psychosocial sequelae of aneurysmal subarachnoid haemorrhage. (6th Scientific Meeting of the Stroke Association)
-The role of Electrophysiology in Human Computer Interaction. (HCI Conference)
-Categorical shape perception. Experimental Psychology Society and Belgian Psychological Society)
-Schizotypy, eye movements, and the effects of neuroticism. (10th Biennial Meeting of the International Society for the Study of Individual (ISSID))
-Eye movements in siblings of schizophrenic patients. (World Congress of Biological Psychiatry, Berlin, Germany)

Assessment

Thesis and viva voce.

Department

Psychology at Goldsmiths is ranked joint 3rd in the UK for the quality of our research**

**Research Excellence Framework 2014, Times Higher Education research intensity subject rankings

How does music affect mood?
Why do some people believe in the paranormal?
How do people with autism think?

In the Department of Psychology we try and investigate questions like this, conducting research that’s relevant to a range of sectors and industries – from advertising to education, and from banking to the public sector.

You’ll be taught by experts in the field, who are carrying out research that’s world class. And you’ll learn in a department with excellent specialist and general-purpose research laboratories, including:

EEG and brain stimulation labs for neuroscience research
a visual perception and attention laboratory equipped with state-of-the-art eye tracking systems
an infant lab
in-house technical support staff

Skills & Careers

You will receive training in and develop wide-ranging research skills, including:

database searching and bibliographic skills
managing and analysing data
presentation and communication skills
quantitative and qualitative research methods
handling legal and ethical issues in research
research design
project management

How to apply

Before you apply for a research programme, we advise you to get in touch with the programme contact, listed above. It may also be possible to arrange an advisory meeting.

Before you start at Goldsmiths, the actual topic of your research has to be agreed with your proposed supervisor, who will be a member of staff active in your general field of research. The choice of topic may be influenced by the current research in the department or the requirements of an external funding body. Supervision can be offered in any of the areas of departmental activity, as reflected in the research interests of our staff. Please contact a member of staff in the department, before making a formal application, and establish that they would be willing to supervise you in a research area of common interest.

If you wish to study on a part-time basis, you should also indicate how many hours a week you intend to devote to research, whether this will be at evenings or weekends, and for how many hours each day.

Research proposals

Along with your application and academic reference, you should also upload a research proposal at the point of application.

An approximate timeline of training and research plans and an outline of a previous research project in which you have played a leading role (for instance, a study you conducted for your undergraduate or MSc degree). The personal statement in the Departmental form will be structured in a different way to that on the College form. Please see guidelines on the form itself. Finally, your supervisor will be required to provide a statement detailing ways in which the project fits into their overall research programme and the wider research interests and facilities of the Department. Guidance on how to structure these is given on the form. Please do not exceed the word length, and DO NOT submit additional material emanating from your previous research (e.g. copies of dissertations, published papers) as this will not be read. Note that all aspects of the application are required for an application to be considered.

Funding

Please visit http://www.gold.ac.uk/pg/fees-funding/ for details.

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This MSc focuses on how individuals construe the social world and the processes that underlie social judgment and behaviour. Read more
This MSc focuses on how individuals construe the social world and the processes that underlie social judgment and behaviour. The programme draws on the research of outstanding academic staff working in the areas of social psychology, neuroscience, and cognitive science to provide unique, cutting-edge perspectives on humans as social beings.

Degree information

The programme provides an understanding of how the human emotional, cognitive and neural systems have evolved to sustain social coordination and adaptation to the environment. Key topics include: social perception, motivation, attitudes, embodiment, emotion, social judgment and decision making, and social neuroscience.

Students undertake modules to the value of 180 credits.

The programme consists of six core modules (90 credits), two optional modules (30 credits), and a research dissertation (60 credits).

Core modules
-Understanding Individuals and Groups
-Social Cognition, Affect, and Motivation
-Current Issues in Attitude Research
-Social Neuroscience
-Research Statistics
-Social Cognition: Research Methods

Optional modules - options may include the following:
-Knowledge, Learning, and Inference
-Applied Decision-making
-Principles of Cognition
-Human Learning and Memory
-Social Psychology
-The Psychology of Health
-Organisational Psychology
-Cognitive Neuroscience
-Consumer Behaviour
-Consulting Psychology
-Business Psychology Seminars
-Current Issues in Cognitive Neuroscience II: Elaborative and Adaptive Processes
-Current Issues in Cognitive Neuroscience III: Translational Research
-The Brain in Action
-Programming for Cognitive Science
-Judgment and Decision-making
-Talent Management
-Judgment and Decision-making

Dissertation/report
All 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 lectures, tutorials and seminars. The Division of Psychology & Language Sciences has advanced technology for the study of socio-cognitive processes, including fMRI, eye-, speech- and motion tracking equipment for dyadic and group settings, as well as a 360o video camera. Assessment is through coursework, online assessment and the dissertation.

Careers

Graduates have taken up positions in research, marketing, teaching, and management consultancy.

Top career destinations for this degree:
-Business Director, Mindshare
-University Lecturer, Northumbria University and studying PhD Self-perception, Northumbria University
-Marketing Director, Evolution Ticno
-Market Researcher, Carnegie Consulting
-Research Consultant, Behaviour Change Partners

Employability
On completion of this programme students will have acquired an understanding of the processes involved in the construction of the social reality, in particular how cognitive and affective processes guide social judgement and behaviour, and how these processes are implemented in the brain. The students will have acquired methodological skills to design and carry out socio-cognitive research which will enable them to address real-world social problems and/or pursue an academic career. In addition, they will have acquired knowledge related to theoretical and philosophical issues underlying psychological research.

Why study this degree at UCL?

The Division of Psychology & Language Sciences undertakes world-leading research and teaching in mind, behaviour, and language.

Our work attracts staff and students from around the world. Together they create an outstanding and vibrant environment, taking advantage of cutting-edge resources such as a behavioural neuroscience laboratory, a centre for brain imaging, and extensive laboratories for research in speech and language, perception, and cognition.

Opportunities for graduate students to work with world-renowned researchers exist in all areas of investigation, from basic processes to applied research. The division offers a supportive environment including numerous specialist seminars, workshops, and guest lectures.

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Understanding all aspects of Human-Robot interaction. the programming that coordinates a robot’s actions with human action as well the human appreciation and trust in the robot. Read more
Understanding all aspects of Human-Robot interaction: the programming that coordinates a robot’s actions with human action as well the human appreciation and trust in the robot.
At present, there are many sensors and actuators in every device – so they may become embedded in a physical reality. For robots that move around in a specific setting there is a pressing need for the development of proper methods of control and joint-action. The embedded, embodied nature of human cognition is an inspiration for this, and vice versa. Computational modelling of such tasks can give insight into the nature of human mental processing. In the Master’s specialisation in Robot Cognition you’ll learn all about the sensors, actuators and the computational modelling that connects them.
Making sense of sensor data – developing artificial perception – is no trivial task. The perception, recognition and even appreciation of sound stimuli for speech and music (i.e. auditory scene analysis) require modelling and representation at many levels and the same holds for visual object recognition and computer vision. In this area, vocal and facial expression recognition (recognition of emotion from voices and faces) is a rapidly growing application area. In the area of action and motor planning, sensorimotor integration and action, there are strong links with research at the world-renowned Donders Centre for Cognition.
At Radboud University we also look beyond the technical side of creating robots that can move, talk and interpret emotions as humans do. We believe that a robot needs to do more than simply function to its best ability. A robot that humans distrust will fail even if it is well programmed. Culture also plays a role in this; people in Japan are more open to the possibilities of robots than in, for example, the Netherlands. We will teach you how to evaluate humans’ attitudes towards a robot in order to use that information to create robots that will be accepted and trusted and therefore perform even better.

See the website http://www.ru.nl/masters/ai/robot

Why study Robot Cognition at Radboud University?

- We offer a great mix of technical and social aspects of robot cognition.

- This programme focuses on programming robot behaviours and evaluating them rather than building the robots themselves. We teach you to programme robots that will be used in close contact with human beings, for example in healthcare and education, rather than in industry.

- Our cognitive focus leads to a highly interdisciplinary AI programme where students gain skills and knowledge from a number of different areas such as mathematics, computer science, psychology and neuroscience combined with a core foundation of artificial intelligence.

- This specialisation offers plenty of room to create a programme that meets your own academic and professional interests.

- Together with the world-renowned Donders Institute, the Max Planck Institute and various other leading research centres in Nijmegen, we train our students to become excellent researchers in AI.

- To help you decide on a research topic there is a semi-annual Thesis Fair where academics and companies present possible project ideas. Often there are more project proposals than students to accept them, giving you ample choice. We are also open to any of you own ideas for research.

- Our AI students are a close-knit group; they have their own room in which they often get together to interact, debate and develop their ideas. Every student also receives personal guidance and supervision from a member of our expert staff.

Our research in this field

The programme is closely related to the research carried out in the internationally renowned Donders Institute for Brain, Cognition and Behaviour. This institute has several unique facilities for brain imaging using EEG, fMRI and MEG. You could also cooperate with the Behavioural Science Institute and work in its Virtual Reality Laboratory, which can be used to study social interaction between humans and avatars.

An example of a possible thesis subject:
- Engaging human-robot interactions in healthcare for children and/or the elderly
Social robots are often deployed with 'special' user groups such as children and elderly people. Developing and evaluating robot behaviours for these user groups is a challenge as a proper understanding of their cognitive and social abilities is needed. Depending on the task, children for example need to be engaged and encouraged in a different way than adults do. What are effective robot behaviours and strategies to engage children and/or elderly people? How can these robot behaviours be evaluated in a proper way?

Career prospects

Our Artificial Intelligence graduates have excellent job prospects and are often offered a job before they have actually graduated. Many of our graduates go on to do a PhD either at a major research institute or university with an AI department. Other graduates work for companies interested in cognitive design and research. Examples of companies looking for AI experts with this specialisation: Philips, Siemens, Honda, Mercedes, Google. Some students have even gone on to start their own companies.

Job positions

Examples of jobs that a graduate of the specialisation in Robot Cognition could get:
- PhD Researcher on Cognitive-Affective Modelling for Social Robots
- PhD Researcher on Automatic analysis of human group behaviour in the presence of robots
- PhD Researcher on Automatic analysis of affective quality of conversations in human-robot interaction
- Advisor and innovation manager in the healthcare industry
- Social robotics and affective computing for robots expressing emotions
- Developer of control algorithms for using optic flow in drones
- Advisor for start-up company on developing new uses for tactile displays
- Team member in design of emotion recognition and training for autistic children

Internship

Half of your second year consists of an internship, giving you plenty of hands-on experience. We encourage students to do this internship abroad, although this is not mandatory. We do have connections with companies abroad, for example in China, Finland and the United States.

See the website http://www.ru.nl/masters/ai/robot

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

Degree information

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

Students undertake modules to the value of 180 credits.

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

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

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

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

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

Careers

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

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

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

Why study this degree at UCL?

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

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

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

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This is a unique course for international and UK-based psychiatrists, paediatricians and psychologists, as well as allied professionals leading… Read more

This is a unique course for international and UK-based psychiatrists, paediatricians and psychologists, as well as allied professionals leading to enhanced clinical and research skills in child and adolescent mental health. Our Child and Adolescent Mental Health course is taught by leading figures in the field and offers comprehensive content with strong research and clinical focus.

We are proud to have been awarded an IoPPN Excellence Award in 2017 for student satisfaction in the Postgraduate Taught Education Survey (PTES).

Key benefits 

  • Taught by leading academics in the field.
  • Opportunity to engage in innovative research.
  • Work with a variety of specialist clinicians.
  • Obtain a course qualification which is internationally recognised.
  • Supervised clinical placement.
  • Innovative web-based clinical learning to supplement direct experience.
  • Optional teaching in Cognitive Behaviour Therapy, Therapeutic Assessment for Self-Harm and Kiddie Schedule for Schizophrenia and Affective Disorders.

Description

Our Child and Adolescent Mental Health course is specifically designed for international and UK-based psychiatrists, paediatricians, and psychologists, as well as allied professionals who wish to develop their knowledge, skills and research methodologies in child and adolescent psychiatry, child development, therapeutic interventions and service models. You will develop clinical skills and be able to contribute to culturally-sensitive and clinically-effective services through relevant research, including health service development research.

You will be taught research methodology and statistics, issues relating to child development, aetiology of child and adolescent disorders, the psychological and physical treatments for emotional, behavioural and developmental disorders in children and young people. You will complete a research project, which could use quantitative or qualitative methodologies. You will also develop your skills in diagnosis, formulation and planning therapeutic interventions, service design, monitoring and evaluation. Clinical placements within CAMHS teams may also be arranged.

Course format and assessment

You will be taught through a mix of lectures, seminars and tutorials.

You will be assessed through a combination of coursework and examinations.

Regulating body

King’s College London is regulated by the Higher Education Funding Council for England

Career prospects

UK and international graduates return to clinical practice with enhanced skills and knowledge in child mental health.



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