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Machine Learning and Knowledge Discovery in Databases. Research Track
The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic. The 210 full papers presented in these proceedings were carefully reviewed and selected from a total of 869 submissions. The volumes are organized in topical sections as follows: Research Track: Part I: Online learning; reinforcement learning; time series, streams, and sequence models; transfer and multi-task learning; semi-supervised and f...
Pétain's Jewish Children
A study of the nature of the relationship between the Vichy regime and its Jewish citizens, particularly of its youth, in the period 1940 to 1942.
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...
All Things Shining
An inspirational book that is “a smart, sweeping run through the history of Western philosophy. Important for the way it illuminates life today and for the controversial advice it offers on how to live” (The New York Times). “What constitutes human excellence?” and “What is the best way to live a life?” These are questions that human beings have been asking since the beginning of time. In their critically acclaimed book, All Things Shining, Hubert Dreyfus and Sean Dorrance Kelly argue that our search for meaning was once fulfilled by our responsiveness to forces greater than ourselves, whether one God or many. These forces drew us in and imbued the ordinary moments of life with w...
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