Features the notes that are a record of a one semester course on Functional Analysis given by the author to second year Master of Statistics students at the Indian Statistical Institute, New Delhi. This book proceeds from the definition of a normed linear space to the spectral theorem for bounded selfadjoint operators in a Hilbert space.