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Scaling Machine Learning with Spark
Learn how to build end-to-end scalable machine learning solutions with Apache Spark. With this practical guide, author Adi Polak introduces data and ML practitioners to creative solutions that supersede today's traditional methods. You'll learn a more holistic approach that takes you beyond specific requirements and organizational goals--allowing data and ML practitioners to collaborate and understand each other better. Scaling Machine Learning with Spark examines several technologies for building end-to-end distributed ML workflows based on the Apache Spark ecosystem with Spark MLlib, MLflow, TensorFlow, and PyTorch. If you're a data scientist who works with machine learning, this book show...
Monographic Series
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Boxing
This four-volume reference work covers the history, records and lore of boxers and boxing. Part I, the longest section, presents alphabetical entries of bare knuckle boxers, and the transitional and Queensberry Rules eras (with more than 2,600 fighters from the latter). Each entry includes dates of birth and death, place of birth, nicknames, a list of fights, and career statistics. Part II covers non-boxers, including referees, promoters, publicists, managers, trainers, cut men, announcers and others. Part III contains records of world title bouts from 1878 through 2010. Part IV lists various records and champions, both amateur and professional, including the all-time leaders in many statistical categories. Part V describes the organization of the sport, tracing the history of weight divisions, world titles and halls of fame. Part VI is an overview of boxing in history and culture (champions of ancient Greece, equipment, gymnasiums, radio and television, literature, drama, the arts, etc.). An appendix offers a timeline of boxing and a bibliography concludes the work.
World Press Photo 08
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