Apache Spark Training Courses

Apache Spark Training

Apache Spark - an engine for big data processing training

Apache Spark Course Outlines

ID Name Duration Overview
806643 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 Mlib mlib intro mlib 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

Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
Praktyka testowania Katowice Thu, 2016-05-26 09:30 3162PLN / 2762PLN
Programming in C# 5.0 with Visual Studio 2012 Poznan, Garbary Mon, 2016-05-30 09:00 2685PLN / 1822PLN
Introduction to Machine Learning Wrocław, ul.Ludwika Rydygiera 2a/22 Mon, 2016-05-30 09:00 2730PLN / 1940PLN
Adobe Captivate Kielce Tue, 2016-05-31 09:00 1318PLN / 1127PLN
Excel and VBA Programming for Audit and Finance Professionals Szczecin Tue, 2016-05-31 09:00 1913PLN / 1513PLN
Programming in WPF 4.5 Warszawa, ul. Złota 3/11 Tue, 2016-05-31 09:00 2359PLN / 1355PLN
SQL Fundamentals Warszawa, ul. Złota 3/11 Wed, 2016-06-01 09:00 1358PLN / 853PLN
MS Excel - poziom średniozaawansowany Łódź, ul. Tatrzańska 11 Wed, 2016-06-01 09:00 1044PLN / 840PLN
SQL language in MSSQL Toruń, ul. Żeglarska 10/14 Wed, 2016-06-01 09:00 1568PLN / 1198PLN
Bezpieczeństwo aplikacji internetowych Katowice Wed, 2016-06-01 09:30 3606PLN / 2531PLN
Test Automation with Selenium Kraków Mon, 2016-06-06 09:00 3200PLN / 2433PLN
Test Automation with Selenium Katowice Tue, 2016-06-07 09:30 3431PLN / 2469PLN
MS Excel - poziom średniozaawansowany Katowice Wed, 2016-06-08 09:00 700PLN / 771PLN
Programming in C++ Olsztyn, ul. Kajki 3/1 Mon, 2016-06-13 09:00 2936PLN / 2395PLN
Container management with Docker Trójmiasto Tue, 2016-06-14 09:00 4360PLN / 2774PLN
Excel Advanced Katowice Mon, 2016-06-20 09:00 775PLN / 933PLN
Test Automation with Selenium Warszawa, ul. Złota 3/11 Mon, 2016-06-20 09:00 3431PLN / 2327PLN
PostgreSQL Administration Lublin Mon, 2016-06-20 09:30 4025PLN / 3134PLN
Introduction to R Warszawa, ul. Złota 3/11 Tue, 2016-06-21 09:00 3058PLN / 2123PLN
Creating and managing Web sites Wrocław, ul.Ludwika Rydygiera 2a/22 Mon, 2016-06-27 09:00 3410PLN / 2555PLN
Programming in C Gdynia Mon, 2016-06-27 09:00 1590PLN / 1143PLN
Distributed Messaging with Apache Kafka Katowice Mon, 2016-06-27 09:30 4998PLN / 3288PLN
Design Patterns in C# Wrocław, ul.Ludwika Rydygiera 2a/22 Wed, 2016-06-29 09:00 1865PLN / 1392PLN
Visual Basic for Applications (VBA) for Analysts Poznan, Garbary Mon, 2016-07-04 09:00 1912PLN / 1278PLN
Debian Administration Poznan, Garbary Mon, 2016-07-04 09:00 3157PLN / 2083PLN
A Practical Guide to Successful Pricing Strategies Poznan, Garbary Wed, 2016-07-06 09:00 1427PLN / 1093PLN
Excel and VBA Programming for Audit and Finance Professionals Warszawa, ul. Złota 3/11 Mon, 2016-07-11 09:00 1913PLN / 1441PLN
Machine Learning Fundamentals with R Warszawa, ul. Złota 3/11 Mon, 2016-07-18 09:00 2523PLN / 1828PLN
Building Web Apps using the MEAN stack Szczecin Mon, 2016-07-18 09:00 5538PLN / 3351PLN
Microsoft Access - download the data Poznan, Garbary Wed, 2016-07-20 09:00 1117PLN / 856PLN
Python Programming Warszawa, ul. Złota 3/11 Mon, 2016-08-01 09:00 5790PLN / 3753PLN
Programming in WPF 4.5 Warszawa, ul. Złota 3/11 Mon, 2016-09-05 09:00 2359PLN / 1355PLN
BPMN 2.0 for Business Analysts Wrocław, ul.Ludwika Rydygiera 2a/22 Tue, 2016-09-27 09:00 3110PLN / 2337PLN
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