By Rajanarayanan Thottuvaikkatumana
- This e-book deals a simple advent to the Spark framework released at the most recent model of Apache Spark 2
- Perform effective information processing, computing device studying and graph processing utilizing a variety of Spark components
- A useful advisor aimed toward newcomers to get them up and operating with Spark
Spark is without doubt one of the so much widely-used large-scale information processing engines and runs super quick. it's a framework that has instruments which are both necessary for software builders in addition to information scientists.
This e-book begins with the basics of Spark 2 and covers the middle info processing framework and API, install, and alertness improvement setup. Then the Spark programming version is brought via real-world examples via Spark SQL programming with DataFrames. An creation to SparkR is roofed subsequent. Later, we disguise the charting and plotting positive aspects of Python at the side of Spark info processing. After that, we seriously look into Spark's circulate processing, computer studying, and graph processing libraries. The final bankruptcy combines the entire abilities you realized from the previous chapters to boost a real-world Spark application.
By the tip of this ebook, you've all of the wisdom you must enhance effective large-scale purposes utilizing Apache Spark.
What you'll learn
- Get to understand the basics of Spark 2 and the Spark programming version utilizing Scala and Python
- Know find out how to use Spark SQL and DataFrames utilizing Scala and Python
- Get an creation to Spark programming utilizing R
- Perform Spark info processing, charting, and plotting utilizing Python
- Get conversant in Spark circulate processing utilizing Scala and Python
- Be brought to computer studying utilizing Spark MLlib
- Get all started with graph processing utilizing the Spark GraphX
- Bring jointly all that you've got discovered and enhance an entire Spark application
About the Author
Rajanarayanan Thottuvaikkatumana, Raj, is a professional technologist with greater than 23 years of software program improvement adventure at numerous multinational businesses. He has lived and labored in India, Singapore, and the us, and is almost immediately established out of the united kingdom. His adventure contains architecting, designing, and constructing software program purposes. He has labored on numerous applied sciences together with significant databases, software improvement systems, net applied sciences, and large info applied sciences. seeing that 2000, he has been operating almost always in Java comparable applied sciences, and does heavy-duty server-side programming in Java and Scala. He has labored on very hugely concurrent, hugely allotted, and excessive transaction quantity platforms. at the moment he's development a subsequent new release Hadoop YARN-based facts processing platform and an program suite outfitted with Spark utilizing Scala.
Raj holds one master's measure in arithmetic, one master's measure in computing device details platforms and has many certifications in ITIL and cloud computing to his credits. Raj is the writer of Cassandra layout styles - moment variation, released through Packt.
When no longer engaged on the assignments his day activity calls for, Raj is an avid listener to classical track and watches loads of tennis.
Table of Contents
- Spark Fundamentals
- Spark Programming Model
- Spark SQL
- Spark Programming with R
- Spark facts research with Python
- Spark circulate Processing
- Spark computing device Learning
- Spark Graph Processing
- Designing Spark Applications
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Key FeaturesThis ebook deals a simple creation to the Spark framework released at the most recent model of Apache Spark 2Perform effective facts processing, laptop studying and graph processing utilizing quite a few Spark componentsA sensible advisor geared toward newbies to get them up and operating with SparkBook DescriptionSpark is among the so much widely-used large-scale facts processing engines and runs tremendous quick.
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Apache Spark 2 for Beginners by Rajanarayanan Thottuvaikkatumana