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Opleiding: Big Data Development with Apache Spark

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OEM Office Elearning Menu

P.J, Oudweg 4
1314 CH ALMERE
 

Inhoud van de cursus

Big Data Development with Apache Spark
Getting Started with Apache Spark
57 Minutes

Course Introduction
Overview of Apache Spark
Downloading and Installing Apache Spark
Downloading and Installing Apache Spark on Mac OS
Building Spark
Working with Spark Shell
Linking to Spark
Spark Configuration
Initializing Apache Spark
Running Spark on Clusters

Practice: Using Apache Spark Shell
5 Minutes

Exercise: Use Apache Spark Shell

Apache Spark SQL
Apache Spark SQL Introduction
1 Hour, 7 Minutes

Course Introduction
Apache Spark SQL Overview
SparkSession
DataFrames
Aggregations
SQL Queries
Temporary View
Datasets
JSON Datasets
Load/Save Functions
Specifying a Data Source
Querying with SQL
SaveMode
Parquet Files
Persistent Tables
Partitioning

Practice: Using Spark SQL
3 Minutes

Exercise: Use Spark SQL

Structured Streaming
Introduction to Spark Streaming
1 Hour, 8 Minutes

Course Introduction
Structured Streaming Overview
Stream Input
Stream Output
Windowing
Continuous Applications
Deduplication
File Sinks
Streaming Query
Streaming Query Manager
Checkpointing
Word Count

Practice: Spark Streaming Basics
5 Minutes

Exercise: Identify Spark Streaming Basics

Spark Monitoring and Tuning
Monitoring Spark Applications
17 Minutes

Course Introduction
Web UI
Environment Configuration
REST API
Memory Allocation

Tuning Spark Applications
38 Minutes

Speculation
Serialization
Memory Tuning
Executor Memory
Garbage Collection Tuning
Parallelism
Broadcast Functionality
Explain Query Execution
Data Compression

Practice: Monitoring Spark Applications
4 Minutes

Exercise: Monitor Spark Applications

Spark Security
Course Introduction
Spark UI
Secure Event Logs
SSL Settings
Shared Secret
YARN Deployments
SASL Encryption
Network Security

Exercise: Configure Spark Security

Toelatingseisen: wat heb je nodig?

Er is geen specifieke voorkennis vereist.

Duur van de cursus

8 uur

Bijzonderheden

Award Winning E-learning

Plaatsen / leslocaties

Heel Nederland, E-learning, Online

Algemene informatie over de cursus

Bestel deze unieke E-learning cursus Big Data Development with Apache Spark online, 1 jaar 24/ 7 toegang tot rijke interactieve video’s, spraak, voortgangsbewaking door rapportages en testen.

Duur: 8 uur
Taal: Engels
Certificaat van deelname: Ja
Online toegang: 365 dagen
Voortgangsbewaking: Ja
Award Winning E-learning: Ja
Geschikt voor mobiel: Ja

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