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university of manchester computer science ranking

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university of manchester computer science ranking

Rate your chances of admission in University of Manchester BSc Computer Science program and download course brochure. Search our detailed list for course fees, entry requirements & student reviews. The University of Manchester belongs to the top 50 universities in the world and the top 10 universities in Europe. By combining the study of these two fields, these degree programmes provide you with the skills needed for a career developing computing systems for business or providing the computer expertise needed by business to buy computing systems. Department of Computer Science. It specialised in technical and scientific subjects and was a major centre for research. Postgraduate study at a world ranking university. Explore the QS World University Rankings for Computer Science & Information Systems 2020. and QS World University Rankings for Engineering and Technology 2020 . University of Manchester. This ranking lists all leading computer scientists affiliated with United Kingdom. The Department of Computer Science at the University of Surrey is part of a larger body, the Faculty of Engineering and Physical Sciences. With a world ranking of #27 and UK ranking of #6, the University of Manchester is one of the top choices, for admissions, for international students planning to study abroad.For the past five years, 40,000+ students annually enroll in various University of Manchester programs, of which, 10,000+ students belong to 160 different nationalities. The courses themselves provide a lot of useful knowledge although I found some of them to be a bit irrelevant or too concentrated into a certain niche of CS to be 1st year courses. Download Brochure & Check all latest Ranks, Fees & Placement details of University of Manchester MEng. A Computer Science degree at a UK university will provide you with the core skills needed to shape businesses and organisations. If you like what you're reading online, why not take advantage of our subscription and get unlimited access to all of Times Higher Education's content? On 25 June 2015 The University of Manchester announced the results of a review of the position of life sciences as a separate faculty. The University of Manchester Institute of Science and Technology (UMIST) was a university based in the centre of the city of Manchester in England. The Department of Computer Science engages young people and teachers, running courses and workshops for school and college aged students and their teachers. Our university rankings for Biological Sciences include Botany, Biotechnology, Molecular Biology and Zoology. The University of Manchester is a Russell Group University. You'll get full access to our website, print and digital editions. Reviews take into account everything from campus facilities, clubs, societies, students union, career services & wifi quality! The School of Computer Science, at the University of Guelph, instituted in 1971 prepares students with strong technical and analytic skills. The ranking is based on h-index, citations and number of DBLP documents gathered by May 16th 2020. University Ranking for Computer Science: The University Ranking for Computer Science & Electronics was prepared by Guide2Research, one of the leading portals for computer science research providing trusted data on scientific contributions since 2014. The University of Manchester is ranking #75 of all UK Universities for Computer science on StudentCrowd. has over 800 students taking a wide range of undergraduate and postgraduate courses and 60 full-time academic staff. Established to implement The University of Manchester's intention to be the UK's leading university in nuclear research and education, Dalton Nuclear Institute is one of the principal international players in this field. Computing systems are at the heart of all successful businesses. She works with the University of Cambridge as a supervisor on the Masters in Construction Engineering, and is Software Engineering lead for the EPSRC Human-Like Computing Network+, and ESRC Emerging Minds Network+. From the pioneering ‘Baby’ computer to the world-renowned work of Alan Turing, computer science at Manchester has changed the world. Read more Read less. The ranking represents h-index, and DBLP values gathered by August 25th 2020. Oxford Road, Manchester, Lancashire, M13 9PL, United Kingdom . I know that the Bachelors from this university would open a lot of doors for me but I don’t feel that the teaching quality I receive and the personal attitude are worth the 9k per year. From the pioneering ‘Baby’ computer to the world-renowned work of Alan Turing, computer science at Manchester has changed the world. Read The University of Manchester reviews by 396 students. Like all other information provided by applicants this may be taken into consideration when assessing your application. Since 2005, the University has risen in the influential Academic Ranking of World Universities Survey conducted by Shanghai Jiao-Tong University, from 53rd to 41st in the world, and seventh in Europe, confirming it as a progressive and world-class teaching and research institution. Postgraduate study at a world ranking university. World University Rankings 2021. #76 out of 196 UK Universities for Computer science, Sir Charles Groves offers ensuite rooms in shared flats, Fully furnished, communal rooms & secure bike storage, Only a 5-minute walk from the University of Manchester, All reviews are the views of StudentCrowd members, not of StudentCrowd Limited, University of Wales Trinity Saint David (UWTSD), Best Student Accommodation Providers 2019. BSc Computer Science from School of Computer Science fees, admission, eligibility, application, scholarships & ranking. Top 100 QS World University Rankings for computer science and information systems 2011 . On a course specific comparison the 2019 rankings things are closer … the best universities in the world for Computer Science lists Manchester #63 and Aalto #88. QS World University Rankings, 2019. Ranking of best colleges for computer science majors. Manchester university offers 24 different computer science courses for those who wish to study an undergraduate or Masters degree. Top academics and officials at computer science programs rated the overall quality of undergraduate programs with which they were familiar on a 1-5 scale. Know national & world ranking of University of Manchester @ Study Abroad Shiksha. Manchester is considered one of the birthplaces of the modern computer and the Department of Computer Science at the University of Manchester offers a variety of undergraduate and postgraduate degrees for international students. Top 200 Universities in the World; Top 200 Universities in North America Top 200 Universities in Latin America Top 200 Universities in Europe Top 200 Universities in … Use the interactive table below to filter the rankings by location, and click on individual universities for more information. Impact Rankings 2020 =48 th. On purely University versus University world ranking for 2018 Aalto is #134 while University of Manchester is #27 … a big difference. Institute for Data Science and AI Education / academic qualifications 2004 - PhD Computer Science: Diversity in Neural Network Ensembles, University of Birmingham (1998 - 2003) As a Computer Science student, you’ll study the theory of software, learn how to design it and become a top problem-solver. I like the apartment, staff very helpful. Officially recognized/chartered by the Privy Council, The University of Manchester is a very large (uniRank enrollment range: 40,000-44,999 students) … Henry Royce Institute. A series of virtual graduation celebrations have been held to recognise the hard work FSE's Class of 2020. Founded in 1824, The University of Manchester is a non-profit public higher-education institution located in the urban setting of the large city of Manchester (population range of 500,000-1,000,000 inhabitants), North West England. Search our detailed list for course fees, entry requirements & student reviews. Computer Science is both an academic and a practical subject so you will be taught in different ways such as lectures, smaller group tutorials, supervised practicals (labs) and self-study including experiential learning. University of Manchester is ranked #64 in Best Global Universities. The University of Manchester is a Russell Group University. 8 th. University of Manchester is best by a significant margin. United Kingdom > The University of Manchester web ranking & review including accreditation, study areas, degree levels, tuition range, admission policy, facilities, services and official social media. Find the best graduate computer science program to fit your goals using the U.S. News rankings. United Kingdom. CSRankings is a metrics-based ranking of top computer science institutions around the world. News See all news . World Reputation Rankings 2020 . It specialised in technical and scientific subjects and was a major centre for research. BSc Computer Science from School of Computer Science fees, admission, eligibility, application, scholarships & ranking. The University of Manchester welcomes the provision of unit information where available. 5 years. The University of Manchester is a public research university in Manchester, England, formed in 2004 by the merger of the University of Manchester Institute of Science and Technology and the Victoria University of Manchester. Oxford Road, Manchester, Lancashire, M13 9PL, United Kingdom, Bachelor of Science (with Honours) - BSc (Hons), Master of Chemistry (with Honours) - MChem (H), Bachelor of Arts (with Honours) - BA (Hons), Master of Engineering (with Honours) - MEng (Hon), Materials Science and Engineering with Corrosion, St Petersburg Electrotechnical University (LETI), Nanyang Technological University, Singapore. The University of Manchester is rated #55 of all UK Universities reviewed on StudentCrowd. New 2019 Top 1000 world university rankings conducted by CWCU of Shanghai Jiao Tong University (Academic Ranking of World Universities). Read The University of Manchester reviews by 396 students. BSc Computer Science; BSc Computing and Information Technology ; Each of these two study programs can be offered for 3 years or 4 years when including a year of professional training. On purely University versus University world ranking for 2018 Aalto is #134 while University of Manchester is #27 … a big difference. Manchester is considered one of the birthplaces of the modern computer and the Department of Computer Science at the University of Manchester offers a variety of undergraduate and postgraduate degrees for international students. University of Manchester. CSRankings is a metrics-based ranking of top computer science institutions around the world. The business aspects of these programmes will give you an appreciation of the whole business environment from management and marketing, through the financial aspects and human resource management, to the development of technology for application to new products, processes and services. The Royce is the UK national centre for research and innovation of advanced materials. FSE celebrates Class of 2020. The development of good quality … The University of Manchester is a red brick university, a product of the civic university movement of the late 19th century. These two courses are offered at the undergraduate level. Ranking for Computer Science in United Kingdom. Graduates who have skills, particularly analytical abilities, in math-related areas can find dynamic, well-paying careers in the ever-expanding career field of computer science. Why study here? With all its higher education institutions combined, the city of Manchester has the largest student population in Europe, which makes for a lively and welcoming atmosphere for its student body, that come from all over the world. Narrow your search using our on-page tools here. We love helping people make the best decisions about University life. Facilities includeover 300 computers exclusively for the use of students, collaborative working labs complete with specialist computing and audio visual equipment … It is not a surprising notion that most of the highly-rated universities in the world today are in the United Kingdom. As a Computer Science student, you’ll study the theory of software, learn how to design it and become a top problem-solver. Study computer science at Manchester and create software and hardware systems to change the way we live and work. Course was okay though I don’t think it is worth that much money. - A broad and flexible programme that provides the freedom to choose from an extremely wide range of Computer Science topics. The University of Manchester is in the world top 100 this year for computer science, placing at 51-100, and joint seventh in the UK, scoring particularly well in the H-index indicator. Each school's ranking is based on the compilation of our data from reliable government sources, student surveys, college graduate interviews, and editorial review. Joint 3rd for graduate prospects for computer science in the Complete University Guide 2021. Computer Science (Human Computer Interaction) with Industrial Experience - University of Manchester. Join StudentCrowd for Unlimited Access, to Write Reviews and Help Students. University of Leeds is ranking #17 of all UK Universities for Computer science on StudentCrowd. The University of Manchester is rated #55 of all UK Universities reviewed on StudentCrowd. Back to the course list. Biological Sciences cover the immune system, biodiversity, genetics, and much more. This is combined with core computer science topics in programming, software development and databases, and the opportunity to take some topics from specialised areas such as software engineering and artificial intelligence. Sir Charles Groves offers ensuite rooms in shared flatsFully furnished, communal rooms & secure bike storageOnly a 5-minute walk from the University of Manchester. 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, 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With 57 of them also being included in the top 50 universities in.! Programs at the University of Manchester in the world and the world today are in the complete University 2021... Entry requirements & student reviews working labs complete with specialist computing and the and... Study at the University of Manchester is a metrics-based ranking of world )!, biodiversity, genetics, and click on individual universities for Biological Sciences include,! Deliver our products and services ranking for 2018 Aalto is # 27 … a big.. By location, and coursework by applicants this may be taken into consideration when assessing your application print digital! World University rankings base64, 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, 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