Data-Driven Science and Engineering
Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB(R), this textbook trains mathematical scientists and engineers for the next…
Specifikacia Data-Driven Science and Engineering
Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB(R), this textbook trains mathematical scientists and engineers for the next generation of scientific discovery by offering a broad overview of the growing intersection of data-driven methods, machine learning, applied optimization, and classical fields of engineering mathematics and mathematical physics. With a focus on integrating dynamical systems modeling and control with modern methods in applied machine learning, this text includes methods that were chosen for their relevance, simplicity, and generality. Topics range from introductory to research-level material, making it accessible to advanced undergraduate and beginning graduate students from the engineering and physical sciences. The second edition features new chapters on reinforcement learning and
Data-Driven Engineering Design
Data-Driven Innovation
Data Driven Security
Data-Driven HR
Data-Driven School
Value-Driven Data
Data-Driven Marketing
Data Engineering
Engineering Science
Data-Driven Organization Design
Data-Driven Fluid Mechanics