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Mastering Apache Spark 2.x - Second Edition

You're reading from  Mastering Apache Spark 2.x - Second Edition

Product type Book
Published in Jul 2017
Publisher Packt
ISBN-13 9781786462749
Pages 354 pages
Edition 2nd Edition
Languages

Table of Contents (21) Chapters

Title Page
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
1. A First Taste and What’s New in Apache Spark V2 2. Apache Spark SQL 3. The Catalyst Optimizer 4. Project Tungsten 5. Apache Spark Streaming 6. Structured Streaming 7. Apache Spark MLlib 8. Apache SparkML 9. Apache SystemML 10. Deep Learning on Apache Spark with DeepLearning4j and H2O 11. Apache Spark GraphX 12. Apache Spark GraphFrames 13. Apache Spark with Jupyter Notebooks on IBM DataScience Experience 14. Apache Spark on Kubernetes

About the Reviewer

Md. Rezaul Karim is a research scientist at Fraunhofer Institute for Applied Information Technology FIT, Germany. He is also a PhD candidate at the RWTH Aachen University, Aachen, Germany. He holds a BSc and an MSc degree in computer science. Before joining the Fraunhofer-FIT, he worked as a researcher at Insight Centre for Data Analytics, Ireland. Prior to that, he worked as a lead engineer with Samsung Electronics' distributed R&D Institutes in Korea, India, Vietnam, Turkey, and Bangladesh. Previously, he worked as a research assistant in the Database Lab at Kyung Hee University, Korea. He also worked as an R&D engineer with BMTech21 Worldwide, Korea. Prior to that, he worked as a software engineer with i2SoftTechnology, Dhaka, Bangladesh.

He has more than 8 years' 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 on big data technologies (such as Spark, Kafka, DC/OS, Docker, Mesos, Zeppelin, Hadoop, and MapReduce) and Deep Learning technologies such as TensorFlow, DeepLearning4j, and H2O-Sparking Water. His research interests include machine learning, deep learning, semantic web/linked data, big data, and bioinformatics. He is the author of the following books with Packt Publishing:

  • Large-Scale Machine Learning with Spark
  • Deep Learning with TensorFlow
  • Scala and Spark for Big Data Analytics

I am very grateful to my parents, who have always encouraged me to pursue knowledge. I also want to thank my wife, Saroar, son, Shadman, elder brother, Mamtaz, elder sister, Josna, and friends, who have always been encouraging and have listened to me.

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