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]
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
Agile Project Management with Scrum Szczecin Wed, 2016-07-06 09:00 1746PLN / 1361PLN
A Practical Guide to Successful Pricing Strategies Poznan, Garbary Wed, 2016-07-06 09:00 1427PLN / 1093PLN
SQL language in MSSQL Poznan, Garbary Thu, 2016-07-07 09:00 1568PLN / 1142PLN
Excel and VBA Programming for Audit and Finance Professionals Warszawa, ul. Złota 3/11 Mon, 2016-07-11 09:00 1913PLN / 1441PLN
Forecasting with R Poznan, Garbary Thu, 2016-07-14 09:00 2188PLN / 1527PLN
Introduction to Selenium Wrocław, ul.Ludwika Rydygiera 2a/22 Thu, 2016-07-14 09:00 768PLN / 539PLN
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
Administracja bazą danych Microsoft SQL Server 2012 Toruń, ul. Żeglarska 10/14 Mon, 2016-07-18 09:00 2509PLN / 1653PLN
Apache Tomcat Administration Kraków Mon, 2016-07-18 09:00 1713PLN / 1438PLN
Effective working with spreadsheet in Excel Gdańsk Tue, 2016-07-19 09:00 768PLN / 652PLN
ITIL®: Intermediate Lifecycle Stream: Service Strategy (SS) Kraków Tue, 2016-07-19 09:00 4338PLN / 3116PLN
Microsoft Access - download the data Poznan, Garbary Wed, 2016-07-20 09:00 1117PLN / 856PLN
Debian Administration Olsztyn, ul. Kajki 3/1 Mon, 2016-07-25 09:00 3157PLN / 2167PLN
Python Programming Warszawa, ul. Złota 3/11 Mon, 2016-08-01 09:00 5790PLN / 3753PLN
Data Analysis with Oracle 11g - workshop Warszawa, ul. Złota 3/11 Mon, 2016-08-01 09:00 4350PLN / 3012PLN
Web Application Development in PHP Warszawa, ul. Złota 3/11 Wed, 2016-08-03 09:00 2688PLN / 2022PLN
Zapewnienie jakości oprogramowania – przegląd metodyk Warszawa, ul. Złota 3/11 Tue, 2016-08-09 09:00 2735PLN / 1863PLN
Oracle 11g - Programming with PL / SQL II Wrocław, ul.Ludwika Rydygiera 2a/22 Wed, 2016-08-10 09:00 2363PLN / 1785PLN
Stress management Warszawa, ul. Złota 3/11 Thu, 2016-08-18 09:00 2112PLN / 1212PLN
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
Visual Basic for Applications (VBA) in Excel - Advanced Białystok, ul. Malmeda 1 Mon, 2016-11-14 09:00 1689PLN / 1413PLN
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