This is a course consolidating learning from programming, analysis, linear algebra, multivariable calculus and probability. You will use Python to explore various topics like integration, differential equations, optimisation, matrix decompositions and probability distributions using numerical techniques. You will also encounter some ideas about errors, approximations, and stability of algorithms.