This book constitutes the thoroughly refereed proceedings of the National Conference of Theoretical Computer Science, NCTCS 2017, held in Wuhan, Hubei, China, in October 2017. They present relevant trends of current research in the area of algorithms and complexity, software theory and method, data science and machine learning theory.