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Nonparametric Statistics
Highlighting the latest advances in nonparametric and semiparametric statistics, this book gathers selected peer-reviewed contributions presented at the 4th Conference of the International Society for Nonparametric Statistics (ISNPS), held in Salerno, Italy, on June 11-15, 2018. It covers theory, methodology, applications and computational aspects, addressing topics such as nonparametric curve estimation, regression smoothing, models for time series and more generally dependent data, varying coefficient models, symmetry testing, robust estimation, and rank-based methods for factorial design. It also discusses nonparametric and permutation solutions for several different types of data, includ...
Patrons, Authors and Workshops
Patrons, Authors and Workshops invokes a cross-disciplinary approach to the study of late medieval books and book production in Paris, from the troubled years of the early fifteenth century onwards. It shows the extent to which such activity was able to flourish even against the backdrop of the endemic struggle between Burgundians and Armagnacs, or the subsequent English invasion which led to Agincourt and the regency of Bedford. Extensive coverage is given to the key role played by the libraire, to the author as scribe or copyist (Christine de Pisan, Jean Lebegue), and also to the development of commercial production under figures such as Jean Trepperel. A section on bibliophiles and their ...
The Classical Heritage and Its Beneficiaries
Since its first publication in 1954, The Classical Heritage has become established as a classic introduction to cultural and intellectual history from the Carolingian age to the end of the Renaissance.
Introducing MLOps
More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact. This book introduces the key concepts of MLOps to help data scientists and application engineers not only operationalize ML models to drive real business change but also maintain and improve those models over time. Through lessons based on numerous MLOps applications around the world, nine experts in machine learning provide insights into the five steps of the model life cyc...
MLOps 도입 가이드
MLOps의 개념부터 도입과 활용까지, 성공적인 머신러닝 운영화를 위한 실용 가이드! 오늘날 데이터 사이언스와 AI는 IT 분야뿐 아니라 제조, 구매, 유통, 마케팅, 반도체, 자동차, 식품 등 산업 전 분야에 걸쳐 기업 생존의 필수 요소로 인식되어 경쟁적으로 도입되고 있다. 이러한 데이터 사이언스와 AI 프로젝트의 핵심에 MLOps가 놓여 있다. 이 책은 비즈니스 환경에서 머신러닝 적용 실무를 담당하는 데이터 분석 팀 또는 IT 운영 팀의 관리자들을 대상으로 한다. MLOps가 새로운 영역이라는 점을 감안하여, MLOps 환경을 성공적으로 구축...
