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Machine Learning for Financial Risk Management with Python

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The Modern Business Data Analyst: A Case Study Introduction Into Business Data Analytics with Crisp-DM and R
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出版日:2024/06/17 作者:Dominik Jung  出版社:Springer Nature  裝訂:平裝
This book illustrates and explains the key concepts of business data analytics from scratch, tackling the day-to-day challenges of a business data analyst. It provides you with all the professional tools you need to predict online shop sales, to conduct A/B tests on marketing campaigns, to generate automated reports with PowerPoint, to extract datasets from Wikipedia, and to create interactive analytics Web apps. Alongside these practical projects, this book provides hands-on coding exercises, case studies, the essential programming tools and the CRISP-DM framework which you'll need to kickstart your career in business data analytics.The different chapters prioritize practical understanding over mathematical theory, using realistic business data and challenges of the Junglivet Whisky Company to intuitively grasp key concepts and ideas. Designed for beginners and intermediates, this book guides you from business data analytics fundamentals to advanced techniques, covering a large number
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出版日:2018/11/13 作者:Jan De Spiegeleer; Ine Marquet; Wim Schoutens  出版社:Springer Nature  裝訂:平裝
This book provides an overview of the risk components of CoCo bonds. CoCos are hybrid financial instruments that convert into equity or suffer a write-down of the face value upon the appearance of a t
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Risk Communication for the Future ― Towards Smart Risk Governance and Safety Management
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出版日:2018/07/06 作者:Mathilde Bourrier (EDT); Corinne Bieder (EDT)  出版社:Springer Nature  裝訂:平裝
The conventional approach to risk communication, based on a centralized and controlled model, has led to blatant failures in the management of recent safety related events. In parallel, several cases
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Advances in Web-based Learning - Icwl 2018 ― 17th International Conference, Chiang Mai, Thailand, August 22-24, 2018, Proceedings
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This book constitutes the proceedings of the 17th International Conference on Web-Based Learning, ICWL 2018, held in Chiang Mai, Thailand, in August 2018.The 11 revised full papers presented together with 4 short papers were carefully reviewed and selected from 37 submissions. The papers are organized in topical sections on learning assessment and behavior; case studies; augmented reality and collaborative learning; game-based learning; and learning content management and experience sharing.
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Convex Duality and Financial Mathematics
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出版日:2018/07/28 作者:Peter Carr; Qiji Jim Zhu  出版社:Springer Nature  裝訂:平裝
This book provides a concise introduction to convex duality in financial mathematics. Convex duality plays an essential role in dealing with financial problems and involves maximizing concave ut
優惠價: 9 3240
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出版日:2016/08/23 作者:Wade R. Smith (EDT); Philip Stahel (EDT)  出版社:Springer Nature  裝訂:平裝
Management of Musculoskeletal Injuries in the Trauma Patient summarizes the most current concepts and clinical practices for the management of the patient with musculoskeletal traumatic injuries. The
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A Clinician Guide to Suicide Risk Assessment and Management
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出版日:2018/11/29 作者:Joseph Sadek  出版社:Springer Nature  裝訂:平裝
This book offers mental health clinicians a comprehensive guide to assessing and managing suicide risk. Suicide has now come to be understood as a multidimensionally determined outcome, which stems fr
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Effective Entrepreneurial Management ― Strategy, Planning, Risk Management, and Organization
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出版日:2018/07/07 作者:Robert D. Hisrich; Veland Ramadani  出版社:Springer Nature  裝訂:平裝
This textbook provides a comprehensive overview of the essential issues in effective entrepreneurial management. It first introduces readers to the fundamentals of entrepreneurial management, the natu
優惠價: 9 3443
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Clinician Guide to ADHD Comorbidities in Children and Adolescents ― Case Studies
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出版日:2018/10/08 作者:Joseph Sadek  出版社:Springer Nature  裝訂:平裝
The diagnosis and management of ADHD co-occurring with other disorders such as anxiety, depression, tics and substance use remain major challenges for clinicians treating all age groups. This book gui
優惠價: 9 3240
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Nulla ?Come Appare. Dialoghi Sulle Verit?Sommerse Della Crisi Economica ― Dialogues on Disputed Issues and Conflicting Theories
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出版日:2018/09/26 作者:Mario Morroni  出版社:Springer Nature  裝訂:平裝
Have you ever puzzled over the causes of the 2007–8 financial crisis and wondered how it will affect all our futures? If so, this book is for you. Using imagined dialogue between three economists with
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The Governance Structures of the Bretton Woods Financial Institutions ― A Case of Beggar-thy-neighbour
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出版日:2018/09/22 作者:Ahmed Naciri  出版社:Springer Nature  裝訂:平裝
This book uses institutional data to examine and analyze the current governance structures of Multilateral Financial Institutions (MFIs) with the ultimate goal of reforming MFI governance models to be
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Multidisciplinary Approach to Osteoporosis ― From Assessment to Treatment
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出版日:2018/07/05 作者:Andrea Lenzi (EDT); Silvia Migliaccio (EDT)  出版社:Springer Nature  裝訂:平裝
This book describes in detail the multidisciplinary management of osteoporosis, providing readers with a thorough understanding of the rationale for a multidisciplinary approach and with the tools req
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出版日:2024/04/19 作者:Marzena Smol(EDI)  出版社:Springer Nature  裝訂:平裝
This book presents possible solutions for a circuler economy (CE) in the water and wastewater sector through an inventory of multidisciplinary knowledge with high scientific and practical importance which can contribute to support the transition to the CE model in water and wastewater sector. Water in modern studies exceeds being an important source for irrigation and drinking. It is now a significant source of renewable energy and a catalyst in most industrial and manufacturing products. The protection and sustainable management of water resources and water-based waste (as wastewater, sewage sludge, or sewage sludge ash) are important aspects of the CE, which is defined as a regenerative growth model that gives back to the planet more than it takes. Our book, entitled "Water in Circular Economy", delivers a comprehensive overview of the latest research covering the following aspects of water management from the perspective of the CE implementation: - Water as a key resource in the c
出版日:2022/09/28 作者:Constantin Zopounidis(EDI)  出版社:Springer Nature  裝訂:平裝
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Software Engineering Research, Management and Applications
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出版日:2019/07/10 作者:Roger Lee (EDT)  出版社:Springer Nature  裝訂:平裝
This book gathers 12 of the most promising papers presented at the 15th International Conference on Software Engineering, Artificial Intelligence Research, Management and Applications (SERA 2017) held
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Mechatronics for Cultural Heritage and Civil Engineering
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出版日:2019/03/06 作者:Erika Ottaviano (EDT); Assunta Pelliccio (EDT); Vincenzo Gattulli (EDT)  出版社:Springer Nature  裝訂:平裝
This book presents recent advances in mechatronic and integrated monitoring and management systems with applications to architectural, archaeology survey, construction management and civil engineering
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Mobile Information Systems Leveraging Volunteered Geographic Information for Earth Observation
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出版日:2019/03/05 作者:Gloria Bordogna (EDT); Paola Carrara (EDT)  出版社:Springer Nature  裝訂:平裝
This book, written by an international team of prominent authors, gathers the latest developments in mobile technologies for the acquisition, management, analysis and sharing of Volunteered Geographic
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出版日:2019/01/29 作者:F. Richard Yu; Ying He  出版社:Springer Nature  裝訂:平裝
This Springerbrief presents a deep reinforcement learning approach to wireless systems to improve system performance. Particularly, deep reinforcement learning approach is used in cache-enabled o
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出版日:2018/11/08 作者:Alberto Aziani  出版社:Springer Nature  裝訂:平裝
Illicit Financial Flows (IFFs) have received increased attention in light of international corruption scandals, high-profile leaks about extensive tax abuse schemes, and the continued fight against te
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Geospatial Technologies for Agriculture ― Case Studies from India
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出版日:2018/10/20 作者:K. V. Raju; V. R. Hegde; Satish A. Hegde  出版社:Springer Nature  裝訂:平裝
This book uniquely presents accurate and up-to-date information related to crops in small and fragmented agricultural lands with mixed cropping patterns. The book involves research using remote sensing (RS), Global Positioning Systems (GPS) and Geographic Information Systems (GIS) to develop crop inventories in three growing seasons in three villages across India to inform decision makers and planners on best practices for agricultural management. The data analysis of crop details using various geospatial technologies fills in gaps in statistical agriculture research, and provides reliable, replicable and efficient methods for generating agricultural statistics. The book will be of interest to statisticians, planners and decision makers in crop management and production.
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出版日:2018/10/17 作者:Jia-An Yan  出版社:Springer Nature  裝訂:平裝
This book gives a systematic introduction to the basic theory of financial mathematics, with an emphasis on applications of martingale methods in pricing and hedging of contingent claims, interest rat
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Mechanical Ventilation in Emergency Medicine
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出版日:2018/10/16 作者:Susan R. Wilcox; Ani Aydin; Evie G. Marcolini  出版社:Springer Nature  裝訂:平裝
This book discusses mechanical ventilation in emergency settings, covering the management of patients from the time of intubation until transfer to the ICU. It provides an introduction to key concepts of physiology pertinent to mechanical ventilation as well as a review of the core evidence-based principles of ventilation. The text highlights the management of mechanical ventilation for critically ill patients with several conditions commonly encountered in EM practice, including acute respiratory distress syndrome, asthma, chronic obstructive pulmonary disease, and traumatic brain injury. It begins by reviewing terminology and definitions as well as pathophysiology and physiology. It then addresses the use of ventilators including modes of ventilation, pressures on the ventilators, understanding the screens, the variety of settings, and troubleshooting. It concludes with a series of case studies from emergency settings and a review of key concepts. Mechanical Ventilation in Emergency
出版日:2018/08/22 作者:Catherine Newell; Alan Bain  出版社:Springer Nature  裝訂:平裝
This book examines what collaboration means in practice, and the factors that enable effective team collaboration for learning and teaching in higher education. It explains how academics can work more
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Learning Mathematics in a Mobile App-supported Math Trail Environment
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出版日:2018/07/28 作者:Adi Nur Cahyono  出版社:Springer Nature  裝訂:平裝
This brief presents the results of a study on the development of the mobile app-supported math trail program for learning mathematics. This study is a part of the MathCityMap-Project, a project of the
優惠價: 9 2835
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Advancements on Sustainable Civil Infrastructures ― Proceedings of the 5th GeoChina International Conference 2018 - Civil Infrastructures Confronting Severe Weathers and Climate Changes; From Failure
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出版日:2018/07/17 作者:Don Chen (EDT); Sonny Kim (EDT); Anand Tapase (EDT)  出版社:Springer Nature  裝訂:平裝
This book presents recent advances in the field of geomaterial and waste management. With high urbanization rates, advancement in technologies, and changes in consumer behavior, wastes generated throu
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Learning Technology for Education Challenges ― 7th International Workshop, Ltec 2018, lina, Slovakia, August 6?0, 2018, Proceedings
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出版日:2018/07/06 作者:Lorna Uden (EDT); Dario Liberona (EDT); Jozef Ristvej (EDT)  出版社:Springer Nature  裝訂:平裝
This book constitutes the refereed proceedings of the 7th International Workshop on Learning Technology for Education Challenges, LTEC 2018, held in Žilina, Slovakia, in August 2018.The 25 revised ful
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出版日:2018/07/02 作者:Seisho Sato; Naoto Kunitomo  出版社:Springer Nature  裝訂:平裝
This book presents a systematic explanation of the SIML (Separating Information Maximum Likelihood) method, a new approach to financial econometrics.Considerable interest has been given to the estimat
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Sustainable Value Management for Construction Projects
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出版日:2018/05/04 作者:Ayodeji E. Oke; Clinton O. Aigbavboa  出版社:Springer Nature  裝訂:平裝
This book provides a unique guide to value management and sustainability in construction to researchers and professional. The book provides a better understanding of the concept of value management, t
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出版日:2018/03/31 作者:David Parker (EDT)  出版社:Springer Nature  裝訂:平裝
?This book is a rich source of practical guidance on the management of relatively young patients with osteoarthritis of the knee that will assist physicians and allied health professionals in enabling
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出版日:2024/03/16 作者:Mohammad Zoynul Abedin(EDI)  出版社:Springer Nature  裝訂:平裝
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出版日:2023/11/19 作者:José Unpingco  出版社:Springer Nature  裝訂:平裝
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Data Analysis with Machine Learning for Psychologists: Crash Course to Learn Python 3 and Machine Learning in 10 Hours
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Teaching Evidence-Based Medicine: A Toolkit for Educators
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出版日:2022/08/31 作者:Daniella A. Zipkin(EDI)  出版社:Springer Nature  裝訂:平裝
Practicing evidence-based medicine is widely regarded both as best clinical practice, and as the cornerstone of meeting the ACGME competencies in Practice-Based Learning and Improvement. Training programs recognize the need to teach the skills of EBM and yet struggle with readily available content and guidance on putting together a curriculum. Time frames for delivering curricula in residency can be very tight, often restricted to scattered one hour conferences. This book provides a modular curriculum structure for instructors, with each topic area taking up one section, or one hour of instructional time.Developed over the past 14 years as an introductory course for interns in the internal medicine residency program at Duke, the curriculum will cover core content areas in evidence-based medicine and best teaching practices for them and skills such as literature searching and applying evidence to patients. Most importantly, it will center on actual patient questions and use current lite
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出版日:2022/08/22 作者:Zhi-Hua Zhou  出版社:Springer Nature  裝訂:平裝
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出版日:2021/04/23 作者:Marion Rutland(EDI)  出版社:Springer Nature  裝訂:平裝
This book draws together the perceptions and experiences from a range of international professionals with specific reference to food education. It presents a variety of teaching, learning and curriculum design approaches relating to food across primary, secondary and vocational school education, undergraduate initial teacher education programs, and in-service professional development support contexts. Contributions from authors of a variety of background and countries offer insight into some of the diverse issues in food education internationally, lessons to be learned from successes and failures, including action points for the future. The book will be both scholarly and useful to teachers in primary and secondary schools.
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出版日:2020/12/23 作者:Joseph Awange  出版社:Springer Nature  裝訂:平裝
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Common Problems in the Newborn Nursery ― An Evidence and Case-based Guide
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出版日:2018/10/18 作者:Gilbert Martin (EDT); Warren Rosenfeld (EDT)  出版社:Springer Nature  裝訂:平裝
This comprehensive book thoroughly addresses common clinical challenges in newborns, providing an evidence-based, step-by-step approach for their diagnosis and management. Common Problems in the
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