"Data-driven discovery is revolutionizing the modelling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modelling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as...

"Timely guidance for transforming IT into a strategic business partner. Today's leaders are expected to reduce costs, increase productivity, drive innovation and help the business identify and pursue new business opportunities. Successful IT leaders will be the ones that become strategic business partners and decision influencers in their organizations. Leading IT Transformation describes in actionable detail, the new mindset, core skill set, and...