Tabla de Contenidos: “…Cover; Software Design for Engineers and Scientists; Contents; Preface; Acknowledgements; Errors; 1 Introduction; 1.1 Theme; 1.2 Audience; 1.3 Three definitions and a controversy; 1.4 Essential software design; 1.5 Outline of the book; Foundations; Software technology; Applied software design; Case studies; 1.6 Presentation conventions; 1.7 Chapter end material; Bibliography; 2 Fundamentals; 2.1 Introduction; 2.2 The nature of software; 2.3 Software as mathematics; 2.4 Software as literature; 2.5 Organic software; 2.6 Software design as engineering; 2.7 Putting the program in its place…”

“…CUDA Fortran for Scientists and Engineers shows how high-performance application developers can leverage the power of GPUs using Fortran, the familiar language of scientific computing and supercomputer performance benchmarking. …”

“…The fifth edition of Essential MATLAB for Engineers and Scientists provides a concise, balanced overview of MATLAB's functionality that facilitates independent learning, with coverage of both the fundamentals and applications. …”

Tabla de Contenidos: “…Getting started -- Super sonic -- Luminous light -- Magical magnetism -- Amazing acceleration -- Mad movement -- Time travel -- Mad scientist mind games -- Environmental madness -- Radio activity…”

“…As a discipline, data science is relatively young, but the job of managing data scientists is younger still. Many people undertake this management position without the tools, mentorship, or role models they need to do it well. …”

“…Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. …”

“…Essential MATLAB for scientists and engineers…”

“…In The Self-Taught Computer Scientist: The Beginner's Guide to Computer Science, expert programmer and author Cory Althoff shows you the hands-on exercises, stories, and examples, you need to help you become a successful computer scientist. …”

“…The Fate of Political Scientists in Europe not only draws a comprehensive picture of today’s political science and of its scholars, but also reflects in a refreshing and challenging way on what it should be. - Kris Deschouwer, Emeritus Professor, Vrije Universiteit Brussels, Belgium. …”

Tabla de Contenidos: “…Front Cover -- CUDA Fortran for Scientists and Engineers -- Copyright -- Contents -- Preface to the Second Edition -- Preface to the First Edition -- Acknowledgments -- 1 CUDA Fortran programming -- 1 Introduction -- 1.1 A brief history of GPU computing -- 1.2 Parallel computation -- 1.3 Basic concepts -- 1.3.1 A first CUDA Fortran program -- 1.3.1.1 CUDA Fortran compilation -- 1.3.2 Extending to larger arrays -- 1.3.3 Multidimensional arrays -- 1.3.4 Interfaces for device code -- 1.3.5 Managed data -- 1.3.6 Kernel loop directives and CUF kernels -- 1.4 Determining CUDA hardware features and limits -- 1.4.1 Choosing a device to run on -- 1.4.2 Floating point precision -- 1.4.2.1 Accommodating variable precision -- 1.5 Error handling -- 1.6 Compiling CUDA Fortran code -- 1.7 CUDA Driver, Toolkit, and compatibility -- 2 Correctness, accuracy, and debugging -- 2.1 Assessing correctness of results -- 2.1.1 Non-associativity of floating point arithmetic -- 2.1.2 Fused-multiply add -- 2.1.3 Flags affecting floating-point accuracy -- 2.2 Debugging -- 2.2.1 Printing from device code -- 2.2.2 Debugging with cuda-gdb -- 2.2.2.1 System requirements -- 2.2.2.2 Compilation -- 2.2.2.3 Setting breakpoints -- 2.2.2.4 Focus - software and hardware coordinates -- 2.2.2.5 CUDA activity status -- 2.2.2.6 Single-stepping in device code -- 2.2.2.7 Examining program state -- 2.2.3 compute-sanitizer -- 3 Performance measurement and metrics -- 3.1 Measuring execution time -- 3.1.1 Host-device synchronization and CPU timers -- 3.1.2 Timing via CUDA events -- 3.1.3 Nsight Systems command-line interface nsys -- 3.1.3.1 Nsight Systems graphical user interface nsys-ui -- 3.1.4 Customizing profiling with nvtx -- 3.1.4.1 Basic NVTX tooling interfaces -- 3.1.4.2 Advanced NVTX tooling interfaces -- 3.1.4.3 Automated NVTX instrumentation…”

“…"Presented by Michelangelo D'Agostino, VP of Data Science & Engineering at ShopRunner. Data scientists are hard to hire. But too often, companies struggle to find the right talent only to make avoidable mistakes that cause their best data scientists to leave. …”