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Learn Apache Spark from Scratch for Beginners

Apache Spark is a fast cluster computing framework. It is used for large scale data processing. Our course provides an introduction to this amazing technology and you will learn to use Apache spark fo...

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Course Description

Apache Spark is a fast cluster computing framework. It is used for large scale data processing. Our course provides an introduction to this amazing technology and you will learn to use Apache spark for big data projects. This introductory course is simple to follow and will lay the foundation for big data and parallel computing. The technology based on in memory primitives makes it almost 100 time...

Apache Spark is a fast cluster computing framework. It is used for large scale data processing. Our course provides an introduction to this amazing technology and you will learn to use Apache spark for big data projects. This introductory course is simple to follow and will lay the foundation for big data and parallel computing. The technology based on in memory primitives makes it almost 100 times faster than Hadoop and Mapreduce.

What you’ll learn
  • - Apache Spark Applications
  • - Machine Learning and Graph X
  • - Run time modes like Yarn Cluster and Mesos Cluster
  • - Learn to setup HortonWorks VM
  • - Introduction to Spark Scala API
  • - Execute Apache Spark Tasks
  • - Configuring Apache Spark
  • - Building and Running Spark Applications
  • - Write Spark applications for visualization, machine learning, streaming SQL
  • - Resilient Distributed datasets

Covering Topics

1
Section 1 : Introduction To Spark
2
Section 2 : Introduction and Application of Apache Spark
3
Section 3 : Apache Spark with YARN Cluster
4
Section 4 : Spark Applications
5
Section 5 : Apache Spark APIs
6
Section 6 : Course Summary

Curriculum

      Section 1 : Introduction To Spark
1
Course Introduction
      Section 2 : Introduction and Application of Apache Spark
2
Understanding Apache Spark
3
Install Apache Spark on Cluster
4
Apache Spark Scala API?
5
Running Apache Spark Code
      Section 3 : Apache Spark with YARN Cluster
6
Apache Spark in Yarn Context?
7
Apache Spark with Yarn
8
Yarn Clusters
9
Bonus Video - Yarn on Eclipse
      Section 4 : Spark Applications
10
Different types of Spark Applications
11
Spark with Gradle
12
Spark Applications - SQL Library?
      Section 5 : Apache Spark APIs
13
Spark Streaming Applications?
14
Twitter Stream Application
15
Lambda Architecture?
      Section 6 : Course Summary
16
summary

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