This book contains a summary of the main results of tensor algebra, tensor analysis and Riemannian geometry. It is written on the basis of lectures delivered by the author to students of the Moscow Institute of Physics and Technology. To understand the material of the book, knowledge on mathematical analysis, linear algebra and the theory of ordinary differential equations in the volume of general university programs is enough.