I have basic knowledge of financial math: present versus future value, discounting, cash flow, annuity, etc. In addition, I studied option pricing so I know what types of these instruments exist (European, American, Barrier, Binary, Asian, etc.). I also prototyped in VBA Black-Scholes, Binomial and Monte-Carlo methods to compute the current option price while working on one of my academic assignments.
My knowledge in the field of statistics is also obtained in academia. I have basic command of common statistical models such as linear and non-linear regression, ANOVA, time series by means of Fourier decomposition. Next to that, I also attended both Machine learning and Data Mining courses to I have basic understanding of the underlying methods as well.