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꿈꾸는 프로그래머 꿈꾸는 프로그래머
This will help you develop scalable and fault-tolerant streaming applications by analyzing structured and unstructured data using Spark SQL, Graph X, and Spark structured streaming.
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Thus, if you want to leverage the power of Scala and Spark to make sense of big data, this book is for you.
By the end of this book, you will have a thorough understanding of Spark, and you will be able to perform full-stack data analytics with a feel that no amount of data is too big. Rezaul Karim has more than 8 years of experience in the area of research and development with a solid knowledge of algorithms and data structures in C/C , Java, Scala, R, and Python focusing Big Data technologies: Spark, Kafka, DC/OS, Docker, Mesos, Zeppelin, Hadoop, and Map Reduce and Deep Learning technologies: Tensor Flow, Deep Learning4j and H2O-Sparking Water.It then moves on to Spark to cover the basic abstractions using RDD and Data Frame.
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You will also learn how to develop Spark applications using Spark R and Py Spark APIs, interactive data analytics using Zeppelin, and in-memory data processing with Alluxio.
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