Lectures will focus on Linear Algebra and Probability.
Under Linear Alegbra, participants will initially look at the notion of a vector as a geometric object before considering it more fundamentally as an element of a vector space which can then generalise to other interesting objects. It will then consider linear mappings of these vectors as an object called a matrix, which can be studied in its own right. While Linear Algebra is a fundamental language of higher mathematics, the purpose of this course will be mainly about using logical, axiomatic arguments to develop critical thinking and communication skills.
Under Probability, participants will look at ways to apply rigorous arguments to uncertain events. It will start with considering the idea of a probability distribution and expected value. Developing the algebra of these ideas will lead us to some powerful general results.
The afternoon seminars will provide insight into a variety of mathematical topics such as formal logic, information theory and machine learning.
‘Cambridge Supervisions’ are a system of small-group personal tuitions that are a strength of the University. Participants in this programme will have several Supervisions to deeply engage with the course content.