Describes the SP theory of computing and cognition with some of its applications in natural language processing, in pattern recognition, in information retrieval, in various kinds of probabilistic reasoning, in planning and problem solving, in unsupervised learning, in neuroscience and in the interpretation of concepts in mathematics and logic.