Apache Spark Training Courses

Apache Spark Training

Apache Spark - an engine for big data processing training

Apache Spark Course Outlines

Code Name Duration Overview
68780 Apache Spark 14 hours 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
sparkdev Spark for Developers 21 hours OBJECTIVE: This course will introduce Apache Spark. The students will learn how  Spark fits  into the Big Data ecosystem, and how to use Spark for data analysis.  The course covers Spark shell for interactive data analysis, Spark internals, Spark APIs, Spark SQL, Spark streaming, and machine learning and graphX. AUDIENCE : Developers / Data Analysts Scala primer A quick introduction to Scala Labs : Getting know Scala Spark Basics Background and history Spark and Hadoop Spark concepts and architecture Spark eco system (core, spark sql, mlib, streaming) Labs : Installing and running Spark First Look at Spark Running Spark in local mode Spark web UI Spark shell Analyzing dataset – part 1 Inspecting RDDs Labs: Spark shell exploration RDDs RDDs concepts Partitions RDD Operations / transformations RDD types Key-Value pair RDDs MapReduce on RDD Caching and persistence Labs : creating & inspecting RDDs;   Caching RDDs Spark API programming Introduction to Spark API / RDD API Submitting the first program to Spark Debugging / logging Configuration properties Labs : Programming in Spark API, Submitting jobs Spark SQL SQL support in Spark Dataframes Defining tables and importing datasets Querying data frames using SQL Storage formats : JSON / Parquet Labs : Creating and querying data frames; evaluating data formats MLlib MLlib intro MLlib algorithms Labs : Writing MLib applications GraphX GraphX library overview GraphX APIs Labs : Processing graph data using Spark Spark Streaming Streaming overview Evaluating Streaming platforms Streaming operations Sliding window operations Labs : Writing spark streaming applications Spark and Hadoop Hadoop Intro (HDFS / YARN) Hadoop + Spark architecture Running Spark on Hadoop YARN Processing HDFS files using Spark Spark Performance and Tuning Broadcast variables Accumulators Memory management & caching Spark Operations Deploying Spark in production Sample deployment templates Configurations Monitoring Troubleshooting

Upcoming Courses

CourseCourse DateCourse Price [Remote / Classroom]
Spark for Developers - Częstochowa, ul. Wały Dwernickiego 117/121Mon, 2017-06-12 09:0012000PLN / 5050PLN
Apache Spark - Zakopane ul. Jagiellońska 30 Mon, 2017-06-12 09:0018260PLN / 6233PLN
Spark for Developers - Bydgoszcz, ul. Dworcowa 94Tue, 2017-06-20 09:0012000PLN / 4750PLN
Apache Spark - Bielsko-Biała, Al. Armii Krajowej 220Wed, 2017-06-21 09:0018260PLN / 6233PLN
Apache Spark - Gdynia, ul. Ejsmonda 2Tue, 2017-06-27 09:0018260PLN / 6033PLN

Other regions

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Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
Python Programming Szczecin, ul. Sienna 9 Mon, 2017-05-29 09:00 10000PLN / 4448PLN
Facebook in advertising and marketing Lublin, ul. Spadochroniarzy 9 Fri, 2017-06-02 09:00 1881PLN / 1002PLN
MongoDB for Administrators Kraków, ul. Rzemieślnicza 1 Tue, 2017-06-06 09:00 3861PLN / 2087PLN
Oracle 11g - Programming with PL / SQL I - Workshops Wroclaw, ul.Ludwika Rydygiera 2a/22 Tue, 2017-06-06 09:00 5990PLN / 2939PLN
Adobe Photoshop Elements Gdynia, ul. Ejsmonda 2 Wed, 2017-06-07 09:00 1881PLN / 1127PLN
Microsoft Office Excel - moduł Business Intelligence Gdynia, ul. Ejsmonda 2 Wed, 2017-06-07 09:00 2673PLN / 1391PLN
Adobe Photoshop Elements Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2017-06-07 09:00 1881PLN / 1127PLN
Adobe InDesign Poznan, Garbary 100/63 Thu, 2017-06-08 09:00 1881PLN / 1027PLN
Design Patterns in C# Poznan, Garbary 100/63 Thu, 2017-06-08 09:00 3861PLN / 1830PLN
SQL Fundamentals Gdańsk, ul. Powstańców Warszawskich 45 Thu, 2017-06-08 09:00 3663PLN / 1610PLN
Visual Basic for Applications (VBA) in Excel - Advanced Warszawa, ul. Złota 3/11 Mon, 2017-06-12 09:00 3069PLN / 1623PLN
Visual Basic for Applications (VBA) in Excel - Introduction to programming Gdynia, ul. Ejsmonda 2 Mon, 2017-06-12 09:00 3564PLN / 1891PLN
DTP (InDesign, Photoshop, Illustrator, Acrobat) Opole, Wladyslawa Reymonta 29 Mon, 2017-06-12 09:00 5940PLN / 4230PLN
Spring and Hibernate in Java Applications Poznan, Garbary 100/63 Tue, 2017-06-13 09:00 7722PLN / 3358PLN
Drools Rules Administration Wroclaw, ul.Ludwika Rydygiera 2a/22 Wed, 2017-06-14 09:00 21196PLN / 7023PLN
Adobe LiveCycle Designer Poznan, Garbary 100/63 Mon, 2017-06-19 09:00 2970PLN / 1885PLN
Build applications with Oracle Application Express (APEX) Katowice ul. Opolska 22 Mon, 2017-06-19 09:00 9801PLN / 4720PLN
Front End Developer Rzeszów, Plac Wolności 13 Mon, 2017-06-19 09:00 23000PLN / 7970PLN
Creating and managing Web sites Poznan, Garbary 100/63 Mon, 2017-06-19 09:00 5841PLN / 2298PLN
Introduction to Selenium Warszawa, ul. Złota 3/11 Thu, 2017-06-22 09:00 1871PLN / 824PLN
Javascript And Ajax Rzeszów, Plac Wolności 13 Mon, 2017-06-26 09:00 5841PLN / 3655PLN
Introduction to Programming Gdańsk, ul. Powstańców Warszawskich 45 Mon, 2017-06-26 09:00 5742PLN / 4121PLN
Implementation and Administration of Elasticsearch Wroclaw, ul.Ludwika Rydygiera 2a/22 Wed, 2017-06-28 09:00 20800PLN / 6903PLN
Effective interpersonal communication with elements of assertiveness Wroclaw, ul.Ludwika Rydygiera 2a/22 Thu, 2017-06-29 09:00 5148PLN / 1430PLN
Elasticsearch Advanced Administration, Monitoring and Maintenance Gdańsk, ul. Powstańców Warszawskich 45 Tue, 2017-07-04 09:00 17741PLN / 5876PLN
Nginx Setup, Configuration and Administration Bydgoszcz, ul. Dworcowa 94 Wed, 2017-07-05 09:00 6930PLN / 2850PLN
SQL Fundamentals Warszawa, ul. Złota 3/11 Mon, 2017-07-10 09:00 3663PLN / 1510PLN
SIP protocol in VoIP Poznan, Garbary 100/63 Mon, 2017-07-17 09:00 15929PLN / 5427PLN
Excel VBA Introduction Wroclaw, ul.Ludwika Rydygiera 2a/22 Wed, 2017-08-02 09:00 2376PLN / 1192PLN
Programming in WPF 4.5 Lublin, ul. Spadochroniarzy 9 Wed, 2017-08-16 09:00 6435PLN / 2443PLN
Creating and managing Web sites Poznan, Garbary 100/63 Mon, 2017-09-25 09:00 5841PLN / 2298PLN

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