什么是Data Science(DS)?

Data Science (Data Analytics) 数据科学OR数据分析是计算机科学底下的一个分支。它更加强调的是偏计算机技术,该专业旨在培养能灵活处理大量而且多样的数据组,从中提炼有效信息的学生。

BA和DS专业对比

BA和DS的最大区别在于BA是通过数学统计和CS的技能去帮助进行商业决策的制定,这是一个紧密结合了商业知识的专业;而DS是数据科学,是CS下面的一个细分方向,多数专业在计算机学院,部分专业在数学学院。BA全部是归属于商学院的。如果我们总结说BA是研究如何用数据来帮助做商业决断,那DS就是如何处理庞大的数据,找出有用的信息进行归类。

Data scientist和business analysts都是分析大数据来对商业问题做决策的,但是两个职业在应用技术上有些许不同。Business analysts更加偏向与把无形的数据化为有形的利于做决策的筹码。

伦敦大学学院UCL

专业:Data Science and Machine Learning(计算机学院)

专业背景要求:

A minimum of an upper second-class Bachelor's degree in a quantitative discipline (such as mathematics, computer science, engineering, physics or statistics) from a UK university or an overseas, qualification of an equivalent standard. Knowledge of mathematical methods including linear algebra and calculus at first-year university level is required. Depending on the modules selected, students undertake assignments that contain programming elements and prior experience in a high-level programming language (R/matlab/python) is useful. Relevant professional experience will also be taken into consideration.

本科均分要求:85%+

雅思:7(6.5)

国际学生学费:£26,670 (FT)

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其他相关专业

Data Science MScData Science (International) MSc  Spatial Data Science and Visualisation MSc Web Science and Big Data Analytics MSc

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爱丁堡大学

专业一:Msc Date Science (信息学院)

专业背景要求:case by case

A UK 2:1 honours degree, or its international equivalent, in informatics, artificial intelligence, cognitive science, computer science, electrical engineering, linguistics, mathematics, philosophy, physics, psychology. or another quantitative discipline.You should have experience of computer programming equivalent to an introductory programming course and have completed the equivalent to 60 credits of mathematics during your degree that have typically covered the following subjects/topics: Calculus (differentiation and integration), Linear Algebra (vectors and multi-dimensional matrices), Discrete Mathematics and Mathematical reasoning (eg. Induction and reasoning, Graph theoretic models, proofs), and Probability (concepts in discrete and continuous probabilities, Markov Chains etc. )

本科均分要求:case by case

雅思:6.5 with at least 6.0 in each component

国际学生学费:£29,100

其他相关专业

Data Science MScData Science (International) MSc  Spatial Data Science and Visualisation MSc Web Science and Big Data Analytics MSc

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专业二:High Performance Computing with Data Science(信息学院)

专业背景要求:case by case

A UK 2:1 honours degree, or its international equivalent, in a relevant subject. You must also be a competent programmer, for example in C, C++, Python, Fortran, or Java.We will also consider your application if you have equivalent work experience.

本科均分要求:

雅思:6.5 with at least 6.0 in each component

国际学生学费:£25,100

专业三:Statistics with Data Science(数学学院)

专业背景要求:case by case

At least a UK 2:1 degree, or its international equivalent, in a numerate discipline such as mathematics, engineering, computer science, physical or biological sciences, economics or business. You must also have studied probability and statistical theory at university level.

本科均分要求:case by case

雅思:6.5 with at least 6.0 in each component

国际学生学费:£21,300

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专业四:Operational Research with Data Science(数学学院)

专业背景要求:

At least a UK 2:1 degree, or its international equivalent, in a numerate discipline such as mathematics, engineering, computer science, physical or biological sciences, economics or business. You must also have studied probability and statistical theory at university level.

本科均分要求:case by case

雅思:6.5 with at least 6.0 in each component

国际学生学费:£21,300

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曼彻斯特大学

专业一:MSc Data Science(社会科学院)

专业背景要求:

Generally a minimum 2:1 honours degree (or overseas equivalent) in a relevant discipline is required. However the MSc in Data Science course is a specialised, and research focused course and not all undergraduate degrees will provide the appropriate background.  Successful applicants will usually have at least an A-level or equivalent in mathematics and/or have received quantitative skills training as part of their undergraduate programme or professional experience. Potential applicants are advised that transcripts will be checked to ensure appropriate material has been covered.

本科均分要求:case by case

雅思:IELTS - overall score of 7, including 7 in writing with no further component score below 6.0

国际学生学费:£18,000

专业二:MSc ACS: Data and Knowledge Management (计算机学院)

专业背景要求:

We require a First or strong Upper Second class honours degree, or the overseas equivalent, in Computer Science, or in a joint degree with at least 50% Computer Science content. Applicants with extensive Computer Science industrial experience and a good honours degree in Computer Science, or its overseas equivalent, may also be considered for admission.We require that all applicants have a strong background in Computer Science reflected, for example, in solid programming and software development skills.

本科均分要求:211/985 75%-80%不等  双非85%+

雅思:6.5(6)

国际学生学费: £22,000

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伦敦大学国王学院(KCL)

专业一:Date Science(信息学院)

专业背景要求:

A Bachelor’s degree with 2:1 (Upper Second Class) honours is required in one of the following subject areas:Computer Science, or ComputingMathematics, Pure Mathematics, Mathematical Statistics or StatisticsPhysicsNatural ScienceElectronic EngineeringGeographic Information SystemsOperations ResearchIn order to meet the academic entry requirements for this programme you should have a minimum 2:1 undergraduate degree with a final mark of at least 60% or above in the UK marking scheme. If you are still studying you should be achieving an average of at least 60% or above in the UK marking scheme.

本科均分要求:211/985 80%+  双非85%+

雅思:6(6.5)

国际学生学费:£23,940

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专业二:Big Data in Culture & Society MA (数字人文学院)

专业背景要求:211/985 80%+  双非85%+

Bachelor's degree with 2:1 honours in an English, Arts, Humanities or Social Science degree, or a related discipline.

本科均分要求

雅思:7(6.5)

国际学生学费: £23,940

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布里斯托大学

专业:MSc Advanced Computing - Machine Learning, Data Mining and High-Performance Computing

专业背景要求:

An upper second-class honours degree with a final average of 65 per cent or above (or international equivalent) in computer science or a related discipline. Good programming skills are also required.

本科均分要求:

自己认可名单81%-90%不等

雅思:6.5(6)

国际学生学费:£21,100

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华威大学

专业一:MSc Data Analytics (计算机学院)

专业背景要求:

2.2 undergraduate degree or higher in a mathematical, scientific or analytical discipline.

本科均分要求:case by case 参考211/985 75%+  双非80%+

雅思:6.5(6)

国际学生学费: £24,640

申请费:55英镑

专业二:Big Data and Digital Futures – MSc(跨学科方法学习中心)

专业背景要求:case by case

2:i undergraduate degree (or equivalent) in a relevant subject

本科均分要求

雅思:7 two at 6.0/6.5 & rest 7.0+

国际学生学费:£20,160

申请费:55英镑

专业三:Politics, Big Data and Quantitative Methods – MA(政治与国际学习学院)

专业背景要求:case by case

2:i undergraduate degree (or equivalent) in a related subject

本科均分要求

雅思:7 two at 6.0/6.5 & rest 7.0+

国际学生学费:£19,560

格拉斯哥大学

专业:Msc Data Science (计算机学院)

专业背景要求:

A minimum of a 2.1 Honours degree or equivalent (eg GPA 3.0 or equivalent) with computing as a major subject.

本科均分要求:

自己认可名单75%-85%不等

雅思:6.5(6)

国际学生学费: £21020

专业二:Data Analytics (数学学院)

专业背景要求:

A first degree equivalent to a UK Upper Second Class Honours degree, normally with a substantial Mathematics component (at least equivalent to Level-1 courses in Mathematics and Level-2 courses in Calculus and Linear Algebra at the University of Glasgow). Graduates who only have the equivalent of A-Level Mathematics can also be admitted to the programme. However such candidates are required to work through self-study material provided and attend a pre-sessional course in Elementary Mathematics (to be taught in the two weeks preceding the start of the teaching period of semester 1).

本科均分要求:自己认可名单75%-85%不等

雅思:6.5(6)

国际学生学费: £21020

谢菲尔德大学

专业一:Msc Data Analytics (计算机学院)

专业背景要求:

Applicants are expected to have an upper second class degree, or better, in a subject with a significant mathematical component (e.g. mathematics, economics, accounting, physics, chemistry or engineering).

本科均分要求:211/985 75%+  双非80%+

雅思:IELTS 6.5 (with no less than 6.0 in each component)

国际学生学费:£21,450

专业二:Msc Data Science (信息学院)

专业背景要求:

You’ll need at least a 2:1 in any subject.

本科均分要求:211/985 75%+  双非80%+

雅思: 6.5 with a minimum of 6.0 in each component, or equivalent

国际学生学费: £19950

圣安德如斯大学

专业:Data-Intensive Analysis (MSc) (数学学院)

专业背景要求:

A good 2.1 Honours undergraduate degree, plus evidence of some previous programming experience.

本科均分要求:85%+

雅思:7(6.5)

国际学生学费:£20,980

利兹大学

专业一:Data Science and Analytics Msc (各学院联合授课)

专业背景要求:

A 2:1 (hons) bachelor degree with a substantial numerate component. This may include degrees in mathematics, statistics, economics, engineering, or a physical science subject.

本科均分要求:TIER1A+TIER1B 75%  TIER2 80%

雅思:6.5(6)

国际学生学费:£21,000

专业二:Advanced Computer Science (Data Analytics) MSc (计算机学院)

专业背景要求:

A bachelor degree with a 2:1 (hons) in computing or a related subject with a substantial computing element. Relevant work experience will also be considered.We expect you to have programming competence, some prior experience of systems development and knowledge of data structures and algorithms.All applicants will need to have GCSE English Language at grade C or above, or an appropriate English language qualification.

本科均分要求:TIER1A+TIER1B 75%  TIER2 80%

雅思:6.5(6)

国际学生学费:£21,000

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南安普顿大学

专业一:Msc Data Science (计算机学院)

专业背景要求:

Our normal entry requirement is an upper second-class honours degree or higher (or equivalent) in a related discipline such as electronic or electrical engineering, computer science or computer engineering, control engineering, physics or applied mathematics. You should have a good understanding of statistical and computational methods, including common Web technologies (for example, HTML, XML, Javascript), databases (SQL), and at least one programming language (for example, Python).

本科均分要求:网排TOP200 80% 其他大学也可能接受要求85%+

雅思:6.5(6)

国际学生学费:£23,736

专业二:Msc Data and Decision Analytics (数学学院)

专业背景要求:case by case

This programme requires a 2:1 bachelor’s degree involving some quantitative training (e.g. computer science, economics, engineering, mathematics, physics, statistics).

本科均分要求:网排TOP200及211/985 80% 网排TOP201-300 85%+

雅思:6.5(6)

国际学生学费:£17,546

兰卡斯特大学

专业:Data Science Msc

专业背景要求:

An upper-second class honours degree, or its equivalent, in a subject relevant to Computer Science, Mathematics or Statistics.

本科均分要求:BAND1+BAND2 80%   BAND3 85%+ 其他大学case by case

雅思:6.5

国际学生学费:£19,500

卡迪夫大学

专业:Data Science and Analytics (MSc)

专业背景要求:

In order to apply, you must possess a first or minimum second class honours degree from a recognised university in a numerate subject, such as mathematics, operational research, statistics, computer science, management science, economics, engineering or a suitable science degree.

本科均分要求:case by case

雅思:6.5(6)

国际学生学费:£19,950

注意:此专业有3个月实习(placement)

利物浦大学

专业:Big Data and High Performance Computing MSc

专业背景要求:

The minimum entry requirement is a 2:1 honours degree (or above) in Computer Science or a closely related subject.

本科均分要求

雅思:6.5(5.5)

国际学生学费:£19,550

注意: Big Data and High Performance Computing with a Year in Industry MSc.此专业有1年work placement,placement学费: £3,950

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纽卡斯尔大学

专业:Date Science Msc

专业背景要求:

A 2:1 BSc honours degree, or international equivalent, in:computer sciencemathematicsstatisticsan engineering discipline Applicants with lower or non-standard qualifications and relevant industrial experience will be considered on an individual basis.

本科均分要求:TIER1 75%  TIER2 80%  接受自考或远程学位80%

雅思:6.5(5.5)

国际学生学费:£21,600

皇后玛丽学院

专业:Big Data Science (工程与计算机学院)

专业背景要求:

An upper second class degree is normally required, usually in electronic engineering, computer science, maths or a related discipline. Students with a good lower second class degree may be considered on an individual basis. Applicants with unrelated degrees will be considered if there is evidence of equivalent industrial experience.

本科均分要求:case by case

雅思:6.5

国际学生学费:£19,500

注意:3学期制课程Big Data Science with Industrial Experience MSc包括一个学期实习,录取要求不变

其他相关专业

(International) MSc  Spatial Data Science and Visualisation MSc Web Science and Big Data Analytics MSc

Machine Learning for Visual Data Analytics MSc

注意:3学期制课程Machine Learning for Visual DataAnalytics with Industrial Experience MSc,包括一个学期实习,录取要求不变

巴斯大学

专业:Data Science Msc

专业背景要求:

To apply for this course, you should have an undergraduate degree in mathematics (or any joint mathematics degree), statistics, physics, astrophysics, engineering maths or other science degrees with sufficient baseline maths and programming contentWe may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

本科均分要求:75%+

雅思:6.5(6)

国际学生学费:£21,100

注意:2年制课程MSc Data Science with placement(包括1年placement)学费增加£5,500

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相关课程

MSc Data Analytics MSc

MSc Data Science and Statistics  MSc Data Science and Statistics with placement

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埃克塞特大学

专业一:Msc Data Science

专业背景要求:

Candidates will be required to have at least a 2:1 degree in a numerate subject, and must be able to show evidence of good programming ability in recognised modern computer languages.Candidates may be interviewed by video conference to assess their programming ability and suitability for the course.

本科均分要求:case by case

雅思:6.5(6)

国际学生学费:£23,700

其他相关专业

Msc Data Science with Business

雷丁大学

专业:MSc Information Management & Digital Business – Big Data in Business(商学院)

专业背景要求:

You are expected to hold an upper second-class bachelors degree from a UK university, or an equivalent qualification from an internationally-recognised university.Prior knowledge or experience of your chosen subject area is not required. We welcome applications from recent university graduates from a wide range of disciplines.

本科均分要求:自己认可名单80%-85%不等

雅思:6.5(5.5)

国际学生学费:£17,500

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