This textbook covers the core principles of parallel computing using language-neutral programming models together with abstract machine models. It focuses on patterns of parallel programming and mental models of parallel computing, using a task graph approach. Pseudocode is used for the programming examples in order to capture the essential behavior, without getting tied up in syntactical details. The author provides implementations of all examples in several parallel programming languages as part of the supplementary material.