Data Science MSc

1 year, starting in September 2018

Gain a solid grounding in the theory and practice of data science. You’ll develop specialist knowledge in statistics, machine learning and software technology.

Data science drives a significant proportion of global economic activity, and is influencing scientific progress across numerous fields. This course provides you with the tools to become an industry expert with a strong mathematical foundation. You will gain an understanding of the balanced combination of science and technology required for delivering effective data science.

You’ll learn strong statistical foundations of universal relevance and develop specialist knowledge of probabilistic machine learning techniques. You will gain expertise in the software technologies that are central to putting this knowledge into practice, addressing the challenges of small and large data sets.

You’ll learn from a dedicated team of computer scientists who have a wealth of experience from their professional backgrounds.

After graduation you’ll be well placed to progress into a wide variety of careers in data science, from large-scale established commercial enterprises to innovative technology start-ups. You will also have acquired the essential foundation for further postgraduate study and research within related fields.

We also offer this course with a placement year, giving you the opportunity to gain work experience as part of your degree.

Course structure

This course lasts 1 year. It starts in September 2018 and ends in 2019. Induction week starts on 24 September 2018.


Occasionally we make changes to our programmes in response to, for example, feedback from students, developments in research and the field of studies, and the requirements of accrediting bodies. You will be advised of any significant changes to the advertised programme, in accordance with our Terms and Conditions.

Compulsory course units

These compulsory units are currently being studied by our students, or are proposed new units.

Optional course units

These are examples of optional units currently being studied by our students, or are proposed new units.

Placement


This is the one-year version of the course but it is also available as a two-year course with a placement.

Learning and assessment


Learning

  • Lectures
  • Online resources
  • Practical sessions
  • Seminars
  • Tutorials

Assessment

  • Coursework
  • Dissertation
  • Multiple choice examination
  • Online assessment
  • Seminar
  • Written examination
‘Data science is driving huge amounts of global economic activity, shaping the future in many different fields.’
Mike Tipping Professor of Data Science (2017)

Entry requirements


Origin of qualifications

Select the country where your qualification comes from.

British qualifications

To apply for this course you should have a first or strong second-class bachelor’s honours degree or international equivalent.

Your undergraduate degree can be in computer science with a strong mathematical focus, mathematics or any joint mathematics subject. Statistics, physics, astrophysics, engineering maths or other science degrees with sufficient baseline maths are also suitable. We'll also consider other subjects with sufficient maths content. Programming experience is an advantage.

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

If your first language is not English but within the last 2 years, you completed your degree in the UK, you may be exempt from our English language requirements.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

French qualifications

A licence, diplôme d'ingénieur or a maîtrise with a final overall score of at least 14 out of 20 (bien).

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Greek qualifications

A university bachelor's degree (Ptychio) or diploma with a final overall score of at least 6.5 - 7.5 out of 10 depending upon the institution attended.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Italian qualifications

A laurea with a final overall score of at least 100 out of 110.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Spanish qualifications

A titulo de licenciado or titulo de ingeniero with a final overall score of at least 5.0 (aprobado).

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Chinese qualifications

A four-year Bachelor’s degree with a final overall score of at least 75% depending on the institution attended.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Ghanaian qualifications

A bachelor's degree with a final overall result of at least B (Good, GPA 3.5 or 60%).

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

If within the last 2 years, you completed your degree in a country where English is the official first language, you may be exempt from our English language requirements.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Indian qualifications

A bachelor’s degree with a final overall result of at least a First Class.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Kenyan qualifications

A bachelor's honours degree with a final overall result of at least a 2:1.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

If within the last 2 years, you completed your degree in a country where English is the official first language, you may be exempt from our English language requirements.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Nigerian qualifications

A bachelor’s degree with a final overall result of at least a 2:1.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

If within the last 2 years, you completed your degree in a country where English is the official first language, you may be exempt from our English language requirements.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Pakistani qualifications

A four-year bachelor’s degree from a high ranked (HEC) university with a final overall result of at least a First Class (Divison 1).

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Saudi Arabian qualifications

A four-year bachelor’s degree with a final overall result of at least 75% (GPA of at least 3.5 out of 5.0 or 3.0 out of 4.0).

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Tanzanian qualifications

A bachelor's degree with a final overall result of at least an upper second (very good or a GPA 3.5).

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

American qualifications

A bachelor’s degree with a final overall score of at least 2.8 out of 4.0 (B).

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Other qualifications

We welcome applications from graduates from all countries so if you can’t see your country in the list, please contact our admissions team for advice about your specific entry requirements.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Egyptian qualifications

A bachelor’s degree awarded by a university with an overall score of at least 75% (very good).

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Malaysian qualifications

A bachelor degree with an overall final result of at least a 2:1.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Mexican qualifications

A Título de Licenciado or Título (Profesional) de (subject area) with a final overall result of least 8 out of 10.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Hong Kongese qualifications

A bachelor’s degree with a final overall score of at least 3.0 out of 4.0 (B or 2:1).

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Turkish qualifications

A Lisans Diplomasi with a final overall GPA of at least 2.8-3.0 depending on the institution you have attended.

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 content

We may make an offer based on a lower grade if you can provide evidence of your suitability for the degree.

English language requirements

  • IELTS: 6.5 overall with no less than 6.0 in all components
  • The Pearson Test of English Academic (PTE Academic): 62 with no less than 59 in any element
  • TOEFL IBT: 90 overall with a minimum 21 in all 4 components

If you need to improve your English language skills before starting your studies, you may be able to take a pre-sessional course to reach the required level.

Fees and funding


Fees

Your tuition fees and how you pay them will depend on whether you are a Home, EU, Island or Overseas student.

Learn how we decide fee status

Tuition fees

See the most recent fees for postgraduate courses.

How to pay

Tuition fee loans

If you are studying a postgraduate course, you may be able to take out a loan for your tuition fees and living costs.

Read more about tuition fee loans

Scholarships and bursaries

You could be considered for a bursary or scholarship to help you study at Bath. You do not have to pay it back.

Read more about bursaries and scholarships

Other payment options

You can pay your tuition fees by Direct Debit, debit card, credit card, cheque, bank transfer or cash. You may also be eligible for a student loan to help you pay your fees.

Read more about your payment options

Budgeting

You will need to budget at least £100 for the cost of photocopying, printing and binding. You will also need to budget for the cost of text books.

Some courses involve visits away from campus and you may be required to pay some or all of the costs of travel, accommodation and food and drink.

If you’re on a placement, you’re responsible for your own travel, accommodation and living costs. You should also consider the financial implications if you go on an unpaid or overseas placement.

Application information


Course enquiries


Apply for 2018 entry

Apply now