Learn Apache Spark from Scratch
3.5 (138 ratings)
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Learn Apache Spark from Scratch

Learn Data Science Techniques and Large Scale Parallel Programming using Apache Spark
3.5 (138 ratings)
Instead of using a simple lifetime average, Udemy calculates a course's star rating by considering a number of different factors such as the number of ratings, the age of ratings, and the likelihood of fraudulent ratings.
2,002 students enrolled
Last updated 7/2015
English
Current price: $10 Original price: $40 Discount: 75% off
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Includes:
  • 4 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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
Requirements
  • Should have basic programming knowledge preferably in Java
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.


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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Curriculum For This Course
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
17:38

Learn to use the spark scala API

Apache Spark Scala API
09:04

Learn to run Apache Spark Code on Cluster

Running Apache Spark Code
17:16
+
Apache Spark with YARN Cluster
4 Lectures 01:06:23

Learn to use Spark with Yarn

Apache Spark in Yarn Context
15:42

Learn to configure Apache Spark with yarn

Apache Spark with Yarn
17:22

Build a code from scratch for Yarn Cluster

Yarn Clusters
22:01

Bonus Video - Yarn on Eclipse
11:18
+
Spark Applications
3 Lectures 01:01:48

A review of different types of Spark Applications

Different types of Spark Applications
19:38

Learn to use the Java Build tool Gradle with Apache Spark

Spark with Gradle
22:24

Introduction to various Spark Applications

Spark Applications - SQL Library
19:46
+
Apache Spark APIs
3 Lectures 53:16

Introduction to Spark Streaming Architecture

Spark Streaming Applications
17:44

Learn to use high level streaming application

Twitter Stream Application
19:05

Learn the application of Lambda architecture

Lambda Architecture
16:27
+
Course Summary
1 Lecture 03:30

Course Summary

Summary
03:30
About the Instructor
Eduonix Learning Solutions
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43,677 Reviews
744,523 Students
181 Courses
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.

Eduonix-Tech .
4.3 Average rating
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722,440 Students
144 Courses