Mathematics for data science mmath

Year 1

• Discrete and Continuous Mathematics

  This module introduces you to basic mathematical culture and fundamental concepts in discrete and continuous mathematics. You will actively engage with the subject by performing an exploration of topics within context and communicating the results using the language of mathematics.

• Linear Algebra and Calculus

  This module introduces abstract concepts of linear algebra and applies them to range of different mathematical problems. Rigorous consideration of elementary examples will allow you to develop your understanding of the general common principles that underlie many real-world applications ranging from solving differential equations to computer graphics.

• Introduction to Statistics

  This module introduces you to statistical and probability concepts and their real-world applications. Software packages such as SPSS and Microsoft Excel will be used to provide you with a grounding in industry appropriate statistical software. You will gain the skills required to apply statistics to real data sets together with the appropriate theory behind the applications.

• Modelling and Mechanics

  This module will develop your understanding of the modelling process in mathematics, and an appreciation of the success of mechanics in modelling the physical world.

• Introduction to Operational Research

  This module provides an introduction to the topic of operational research. The key role of operational research is in the development of models to obtain solutions to practical problems in a variety of contexts. You will analyse classical problems and apply standard operational research techniques.