Data-driven discovery is revolutionizing how we model, predict, and control complex systems. This text integrates emerging machine learning and data science methods for engineering and science communities. Now with Python and MATLAB (R), new chapters on reinforcement learning and physics-informed machine learning, and supplementary videos and code.Publisher: Cambridge University PressAuthor(s): J. Nathan (University of Washington) KutzIllustration(s): Worked examples or ExercisesNumber of pages: 614Publication date: 2022Dimensions: 185 x 261 x 33Cover type: Hardback