Book

Mastering Apache Spark 2.x

Apache Spark is an in-memory cluster-based parallel processing system that provides a wide range of functionality like graph processing, machine learning, stream processing and more. This book will familiarize you with the newest features in Apache Spark 2.x, and take you through an exciting journey of complex Big Data processing, analytics, streaming analytics as well as advanced machine learning with Apache Spark. During the course of the book, you will leverage different functionalities and modules of Apache Spark such as Spark SQL, Spark MLlib, Spark Streaming, SparkML and more, to build efficient data processing solutions. By the end of this book, you will have all the necessary knowledge to use Apache Spark effectively in your day to day tasks.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
11h48m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 11h48m total length

1. A first taste and what’s new in ApacheSpark 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. DeepLearning on Apache Spark with DeepLearning4J, ApacheSystemML,H2O
11. Apache Spark GraphX
12. ApacheSpark GraphFrames
13. ApacheSpark with Jupyter Notebooks on IBM DataScience Experience
14. ApacheSpark on Kubernetes

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