Showing results for "Scientific Computing on Supercomputers II German"

"Scientific Computing with Python: Mastering Numpy and Scipy" is a comprehensive guide designed to equip readers with the knowledge and skills necessary for efficient numerical computations and data analysis. Whether you're a beginner or an advanced user, this book delves into essential topics such as array manipulation, advanced Numpy techniques, and the vast functionalities of Scipy, including optimization, linear algebra, signal processing, and statistical analysis. Each chapter builds ...

Transform your data science workflows with Julia's lightning-fast performance. This practical guide helps Python and R developers transition to Julia for large-scale scientific computing, machine learning, and numerical analysis. Features real-world case studies, optimization techniques, and integration with popular data science tools. Includes parallel computing patterns and best practices for production deployment.

From fundamental techniques to advanced strategies for handling big data, visualization, and more, this book equips you with skills to excel in real-world data analysis projects. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesThis book targets features in pandas 2.x and beyondPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pand...

This book analyzes the impact of scientific computing in science and society over the coming decades. It presents advanced methods that can provide new possibilities to solve scientific problems and study important phenomena in society. The chapters cover Scientific computing as the third paradigm of science as well as the impact of scientific computing on natural sciences, environmental science, economics, social science, humanistic science, medicine, and engineering. Moreover, the book i...

Build a strong foundation of machine learning algorithms in 7 daysKey FeaturesUse Python and its wide array of machine learning libraries to build predictive modelsLearn the basics of the 7 most widely used machine learning algorithms within a weekKnow when and where to apply data science algorithms using this guideBook DescriptionMachine learning applications are highly automated and self-modifying, and continue to improve o...

This proceedings volume highlights the latest advancements in information systems and computing technology, showcasing innovative research and practical applications. Readers will find valuable insights into emerging technologies such as machine learning, deep learning, knowledge graphs, and UAV-based solutions. Topics include object detection, intelligent systems, federated learning, remote sensing, and next-generation network optimization, with a strong focus on real-world applications l...

This is the second of three volumes providing a comprehensive presentation of the fundamentals of scientific computing. This volume discusses more advanced topics than volume one, and is largely not a prerequisite for volume three. This book and its companions show how to determine the quality of computational results, and how to measure the relative efficiency of competing methods. Readers learn how to determine the maximum attainable accuracy of algorithms, and how to select the best met...

This book presents the proceedings of the 12th International Parallel Tools Workshop, held in Stuttgart, Germany, during September 17-18, 2018, and of the 13th International Parallel Tools Workshop, held in Dresden, Germany, during September 2-3, 2019. The workshops are a forum to discuss the latest advances in parallel tools for high-performance computing.High-performance computing plays an increasingly important role for numerical simulation and modeling in academic and industria...

Understand, design, and create cognitive applications using Watson's suite of APIsKey FeaturesWork with IBM Watson APIs to build efficient and powerful cognitive appsBuild smart apps to carry out different sets of activities with the help of real-world use casesGet well-versed with the best practices of IBM Watson and implement them in your daily workBook DescriptionCognitive computing is rapidly becoming a part of every aspe...

This book constitutes the refereed proceedings of the First International Conference on Computational Intelligence and Soft Computing, CISCom 2025, held in Melaka, Malaysia, during November 26–27, 2025.The 52 full papers presented in this volume were carefully reviewed and selected from 281 submissions.These papers focus on platform for high-quality research exchange and fostering collaboration among scholars from around the world.

John L. Spivak’s Secret Armies: The New Technique of Nazi Warfare, was first published in February 1939, shortly before the outbreak of the Second World War.The book outlines “the activities of Nazi agents in the United States, Mexico, and Central America” in the late 1930s. “During the past five years,” Spivak writes, “I have observed some of them, watching the original, crudely organized and directed propaganda machine develop, grow and leave an influenc...

This book presents the proceedings of the 10th International Parallel Tools Workshop, held October 4-5, 2016 in Stuttgart, Germany – a forum to discuss the latest advances in parallel tools.High-performance computing plays an increasingly important role for numerical simulation and modelling in academic and industrial research. At the same time, using large-scale parallel systems efficiently is becoming more difficult. A number of tools addressing parallel program development and a...