Learn Apache Spark from Scratch

Learn Data Science Techniques and Large Scale Parallel Programming using Apache Spark
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  • Lectures 16
  • Length 4 hours
  • Skill Level All Levels
  • Languages English
  • Includes Lifetime access
    30 day money back guarantee!
    Available on iOS and Android
    Certificate of Completion
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About This Course

Published 4/2015 English

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 times faster than Hadoop and Mapreduce.

The following content is covered in the course

- 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

- Application Submission and Spark Driver

- Lambda Architecture

- Spark Streaming and Dstream

Learn all this and much more in this unique course with abundant practical tips and theoretical rigor to master Apache Spark.


What are the requirements?

  • Should have basic programming knowledge preferably in Java

What am I going to get from this course?

  • Use Apache Spark for Data Science Applications
  • Understand the clustering with Yarn
  • Build Application with Apache Spark
  • Create Streaming applications with Spark
  • Understand the core concepts of Spark

What is the target audience?

  • Students who want to learn big data application development with Apache Spark will find this course immensely helpful

What you get with this course?

Not for you? No problem.
30 day money back guarantee.

Forever yours.
Lifetime access.

Learn on the go.
Desktop, iOS and Android.

Get rewarded.
Certificate of completion.

Curriculum

Section 1: Introduction To Spark
05:20

Introduction to the Apache Spark Course from Eduonix

Section 2: Introduction and Application of Apache Spark
13:51

Learn about the application and context of Apache Spark

17:38

Learn to install Apache Spark on a cluster

09:04

Learn to use the spark scala API

17:16

Learn to run Apache Spark Code on Cluster

Section 3: Apache Spark with YARN Cluster
15:42

Learn to use Spark with Yarn

17:22

Learn to configure Apache Spark with yarn

22:01

Build a code from scratch for Yarn Cluster

Bonus Video - Yarn on Eclipse
11:18
Section 4: Spark Applications
19:38

A review of different types of Spark Applications

22:24

Learn to use the Java Build tool Gradle with Apache Spark

19:46

Introduction to various Spark Applications

Section 5: Apache Spark APIs
17:44

Introduction to Spark Streaming Architecture

19:05

Learn to use high level streaming application

16:27

Learn the application of Lambda architecture

Section 6: Course Summary
03:30

Course Summary

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Instructor Biography

Eduonix Learning Soultions, 1+ Million Students Worldwide | 200+ Courses

Eduonix creates and distributes high quality technology training content. Our team of industry professionals have been training manpower for more than a decade. We aim to teach technology the way it is used in industry and professional world. We have professional team of trainers for technologies ranging from Mobility, Web to Enterprise and Database and Server Administration.

Instructor Biography

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