Calculus For Machine Learning Pdf -

If h(x) = f(g(x)), then h'(x) = f'(g(x)) * g'(x)

While linear algebra handles the data (matrices, vectors), calculus handles the change . It answers the most critical question in ML: calculus for machine learning pdf

w_new = w_old - η * ∇L(w_old)