This lecture covers a wide range of mathematical concepts, starting with number theory and vectorial spaces, moving on to complex numbers, linear algebra, functions, integration, derivation, multi-variable functions, Fourier and Laplace transforms, and finally focusing on differential equations, probability, and statistics.