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Best Practices for Scaling and Optimizing Apache Spark
Apache Spark is amazing when everything clicks. But if you haven’t seen the performance improvements you expected, or still don’t feel confident e...
Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to ...
If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collectio...
Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray ...
From Lab to Production
Chapter 2: Using the Spark Shell; Loading a simple text file; Using the Spark shell to run Logistic regression; Interactively Loading data from S3; Ru...
This book will be a basic, step-by-step tutorial, which will help readers take advantage of all that Spark has to offer.Fastdata Processing with Spark...
From Data Science to Machine Learning
Modern systems contain multicore CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to l...
本书共十章,内容包括:高性能Spark介绍,Spark运行原理,高效的转换,处理键值对数据,Scala之外,测试和验证,Spark组件和�...
High-speed Distributed Computing Made Easy with Spark