Apache Spark Tutorial | Spark Tutorial for Beginners | Spark Big Data | Intellipaat
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In this apache spark tutorial for beginners video, you will learn what is big data, what is apache spark, apache spark architecture, spark rdd's, various spark components and demo on spark components like data frames and mllib, what is json in spark, need of kafka and spark streaming in detail. All the concepts are explained with complete hands on demo so that you can understand the concepts well.
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This apache spark for beginners video helps you to learn following topics:
00:00 - apache spark tutorial
01:07 - what is big data
03:22 - issues with big data
04:26 - hadoop vs spark
05:40 - what is apache spark
05:58 - features of apache spark
06:47 - industry usage of spark
12:12 - what are spark Rdds
13:15 - how to create rdds (demo)
23:45 - spark components
25:27 - spark sql
29:10 - how to create dataframe in spark
33:20 - spark mllib
38:40 - spark & scala with json
01:06:32 - how to deal with xml data
01:27:33 - spark sql with hive
01:46:15 - performance tuning
02:02:40 - what is the need of kafka
02:10:35 - what is kafka
02:21:10 - architecture of kafka cluster
02:38:05 - apache zookeeper
02:47:09 - how to configure single node single broker cluster
03:20:55 - what is batch processing
03:21:36 - what is stream processing
05:19:32 - apache flume
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Why should you watch this Spark tutorial for beginners?
Apache Spark is an open source computing framework up to 100 times faster than Mapreduce and Spark is alternative form of data processing unique in batch processing and streaming. Learning Spark will help you master all the skills needed to increase application performance and enable high-speed processing using Spark RDDs as well as help in customization of Spark using Scala. We are offering the top Spark tutorial that can be watched by anybody to learn Spark. Our Spark tutorial has been created with extensive inputs from the industry so that you can learn Spark easily.
Why Spark is important?
Today there is a widespread deployment of Big Data. With each passing day the requirements of enterprises increases and therefore there is a need for a faster and more efficient form of processing data. Most of the data is in unstructured format and it is coming in thick and fast as streaming data. The Intellipaat Spark beginners tutorial is easy to understand, has real world Spark examples and thus makes you understand why Spark is so important and why you should go for a Spark career.
Why should you opt for a Spark career?
Apache Spark is seeing widespread demand with enterprises finding it increasingly difficult to hire the right professionals to take on increasingly challenging roles in real world scenarios. It is a fact that today the Apache Spark community is one of the fastest Big Data communities with over 750 contributors from over 200 companies worldwide. The entire Intellipaat Spark course is in line with the industry needs. Also it is a fact that Apache Spark developers are among the highest paid programmers when it comes to programming for the Hadoop framework as compared to ten other Hadoop development tools. Hence this Intellipaat apache spark tutorial is your stepping stone to a successful career!
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