The course provides a modern introduction to the design, analysis and implementation of sequential and parallel algorithms. Regarding sequential algorithms, the course provides an in-depth study of design techniques for sequential algorithms, and focuses on correctness and analysis. Regarding parallel algorithms, the course introduces parallel design and analysis. A pragmatic approach to parallel programming of message-passing based algorithms using the C language and the MPI library complements the theoretical approach.