Apache Spark Training Course

Primary tabs

Course CodeCourse Code

68780

Duration Duration

14 hours (usually 2 days including breaks)

Course OutlineCourse Outline

Why Spark?

  • Problems with Traditional Large-Scale Systems
  • Introducing Spark

Spark Basics

  • What is Apache Spark?
  • Using the Spark Shell
  • Resilient Distributed Datasets (RDDs)
  • Functional Programming with Spark

Working with RDDs

  • RDD Operations
  • Key-Value Pair RDDs
  • MapReduce and Pair RDD Operations

The Hadoop Distributed File System

  • Why HDFS?
  • HDFS Architecture
  • Using HDFS

Running Spark on a Cluster

  • Overview
  • A Spark Standalone Cluster
  • The Spark Standalone Web UI

Parallel Programming with Spark

  • RDD Partitions and HDFS Data Locality
  • Working With Partitions
  • Executing Parallel Operations

Caching and Persistence

  • RDD Lineage
  • Caching Overview
  • Distributed Persistence

Writing Spark Applications

  • Spark Applications vs. Spark Shell
  • Creating the SparkContext
  • Configuring Spark Properties
  • Building and Running a Spark Application
  • Logging

Spark, Hadoop, and the Enterprise Data Center

  • Overview
  • Spark and the Hadoop Ecosystem
  • Spark and MapReduce

Spark Streaming

  • Spark Streaming Overview
  • Example: Streaming Word Count
  • Other Streaming Operations
  • Sliding Window Operations
  • Developing Spark Streaming Applications

Common Spark Algorithms

  • Iterative Algorithms
  • Graph Analysis
  • Machine Learning

Improving Spark Performance

  • Shared Variables: Broadcast Variables
  • Shared Variables: Accumulators
  • Common Performance Issues

Bookings, Prices and EnquiriesBookings, Prices and Enquiries

Private Classroom
 
Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
Private Remote
From 4530EUR
Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Private Remote
1 4530EUR
2 2800EUR
3 2223EUR
4 1935EUR
Public Classroom
From 5030EUR
(63)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom
1 5030EUR
2 3100EUR
3 2457EUR
4 2135EUR
Cannot find a suitable date? Choose Your Course Date >>
Too expensive? Suggest your price

Related Categories

Related Courses


Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Saint-Etienne, TGV train stationWed, 2017-11-08 09:304530EUR / 5030EUR
Strasbourg, Kibitzenau Station Thu, 2017-11-09 09:304530EUR / 5030EUR
Poitiers, centre villeWed, 2017-11-15 09:304530EUR / 5030EUR
Montpellier, GarosudThu, 2017-11-16 09:304530EUR / 5030EUR
Grenoble, Near train stationTue, 2017-11-21 09:304530EUR / 5030EUR

Course Discounts

Course Discounts Newsletter

We respect the privacy of your email address. We will not pass on or sell your address to others.
You can always change your preferences or unsubscribe completely.

Some of our clients