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Learn Apache Spark from Scratch

Learn Data Science Techniques and Large Scale Parallel Programming using Apache Spark
3.4 (124 ratings)
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1,950 students enrolled
Last updated 7/2015
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  • 4 hours on-demand video
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  • Certificate of Completion
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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.

Who is the target audience?
  • Students who want to learn big data application development with Apache Spark will find this course immensely helpful
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What Will I Learn?
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
View Curriculum
  • Should have basic programming knowledge preferably in Java
Curriculum For This Course
Expand All 16 Lectures Collapse All 16 Lectures 04:08:06
Introduction To Spark
1 Lecture 05:20

Introduction to the Apache Spark Course from Eduonix

Preview 05:20
Introduction and Application of Apache Spark
4 Lectures 57:49

Learn about the application and context of Apache Spark

Preview 13:51

Learn to install Apache Spark on a cluster

Install Apache Spark on Cluster

Learn to use the spark scala API

Apache Spark Scala API

Learn to run Apache Spark Code on Cluster

Running Apache Spark Code
Apache Spark with YARN Cluster
4 Lectures 01:06:23

Learn to use Spark with Yarn

Apache Spark in Yarn Context

Learn to configure Apache Spark with yarn

Apache Spark with Yarn

Build a code from scratch for Yarn Cluster

Yarn Clusters

Bonus Video - Yarn on Eclipse
Spark Applications
3 Lectures 01:01:48

A review of different types of Spark Applications

Different types of Spark Applications

Learn to use the Java Build tool Gradle with Apache Spark

Spark with Gradle

Introduction to various Spark Applications

Spark Applications - SQL Library
Apache Spark APIs
3 Lectures 53:16

Introduction to Spark Streaming Architecture

Spark Streaming Applications

Learn to use high level streaming application

Twitter Stream Application

Learn the application of Lambda architecture

Lambda Architecture
Course Summary
1 Lecture 03:30

Course Summary

About the Instructor
4.3 Average rating
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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.

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