Apache Spark Training Course

Course Code

68780

Duration

14 hours (usually 2 days including breaks)

Course 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

Testimonials

★★★★★
★★★★★

Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!

Private Classroom

From £2500

Private Remote

From £2200 (107)

Public Classroom

Location Date Course Price [Remote/Classroom]
Belfast City Centre2018-12-03 09:30:00£2200 / £3100
London, Hatton Garden2018-12-03 09:30:00£2200 / £2950
Leicester - St. Georges House2018-12-04 09:30:00£2200 / £2700
York - Priory Street Centre 2018-12-06 09:30:00£2200 / £2500
Manchester, King Street2018-12-10 09:30:00£2200 / £2850
Leeds2018-12-10 09:30:00£2200 / £2900
Liverpool2018-12-11 09:30:00£2200 / £2900
Exeter - The Senate2018-12-12 09:30:00£2200 / £2800
Bradford - Carlisle Business Centre2018-12-12 09:30:00£2200 / £2700
Portsmouth2018-12-13 09:30:00£2200 / £2500
Newcastle2018-12-13 09:30:00£2200 / £2600
Portsmouth Technopole2018-12-17 09:30:00£2200 / £2500
Edinburgh Training and Conference Venue2018-12-19 09:30:00£2200 / £2600
Reading TVP2018-12-19 09:30:00£2200 / £2730
Cardiff2018-12-20 09:30:00£2200 / £2800
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Course Discounts

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Android DevelopmentGlasgowMon, 2018-11-19 09:30£4356 / £5756
Selenium WebDriver in C#: Introduction to Web Testing Automation in C#Edinburgh Training and Conference VenueTue, 2018-11-20 09:30£2178 / £2578
F#: Introduction to Functional ProgrammingPortsmouthMon, 2018-11-26 09:30£2178 / £2478
Python: Automate the Boring StuffSwindonWed, 2018-11-28 09:30£2178 / £2528
JMeter Fundamentals and JMeter AdvancedEdinburgh Training and Conference VenueMon, 2018-12-03 09:30£2178 / £2578
HAProxy AdministrationLondon, Hatton GardenMon, 2018-12-03 09:30£2178 / £2928
From Data to Decision with Big Data and Predictive AnalyticsBirmingham Tue, 2018-12-11 09:30£3861 / £4836
Test Automation with SeleniumManchester, King StreetWed, 2018-12-12 09:30£3267 / £4242
Artificial Intelligence OverviewLondon, Hatton GardenThu, 2018-12-27 09:30£1287 / £1662
RPA: Implementing Robotic Process AutomationLondon, Hatton GardenTue, 2019-01-29 09:30£3861 / £4986

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