Apache Spark Training Courses

Apache Spark Training

Apache Spark - an engine for big data processing training

Apache Spark Course Outlines

Code Name Duration Overview
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
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Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
RabbitMQ Warszawa, ul. Złota 3/11 Mon, 2016-12-05 09:00 8811PLN / 3070PLN
Test Automation with Selenium Warszawa, ul. Złota 3/11 Mon, 2016-12-05 09:00 7722PLN / 3174PLN
Zaawansowana administracja MySQL Kielce, ul. Warszawska 19 Tue, 2016-12-06 09:00 3416PLN / 2408PLN
Test Automation with Selenium Gdańsk, ul. Powstańców Warszawskich 45 Tue, 2016-12-06 09:00 7722PLN / 3624PLN
Angular JavaScript Warszawa, ul. Złota 3/11 Tue, 2016-12-06 09:00 7425PLN / 3275PLN
Visual Basic for Applications (VBA) for Analysts Poznan, Garbary 100/63 Tue, 2016-12-06 09:00 2772PLN / 1524PLN
Programming in WPF 4.5 Poznan, Garbary 100/63 Tue, 2016-12-06 09:00 6435PLN / 2293PLN
Graphic techniques (Adobe Photoshop, Adobe Illustrator) Wroclaw, ul.Ludwika Rydygiera 2a/22 Tue, 2016-12-06 09:00 4851PLN / 2740PLN
Excel Data Analysis Zielona Góra, ul. Reja 6 Tue, 2016-12-06 09:00 1485PLN / 995PLN
Programming in WPF 4.5 Kraków, ul. Rzemieślnicza 1 Tue, 2016-12-06 09:00 6435PLN / 2893PLN
Docker and Kubernetes Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2016-12-07 09:00 N/A / 4989PLN
Design Patterns in PHP Łódź, ul. Tatrzańska 11 Mon, 2016-12-12 09:00 3861PLN / 2531PLN
Wzorce projektowe w Ruby Warszawa, ul. Złota 3/11 Mon, 2016-12-12 09:00 3465PLN / 2133PLN
Oracle SQL for beginners Gliwice ul. Karola Marksa 11 Tue, 2016-12-13 09:00 4752PLN / 2583PLN
MongoDB for Developers Łódź, ul. Tatrzańska 11 Thu, 2016-12-15 09:00 4653PLN / 2151PLN
Administering a Drupal 7 Website Katowice ul. Opolska 22 Thu, 2016-12-15 09:00 1881PLN / 1102PLN
B2B Brand Management Warszawa, ul. Złota 3/11 Fri, 2016-12-16 09:00 2653PLN / 1084PLN
Prototypowanie interaktywnych makiet - Axure Szczecin, ul. Małopolska 23 Mon, 2016-12-19 09:00 5445PLN / 2101PLN
Docker for Developers and System Administrators Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2016-12-19 09:00 5445PLN / 3123PLN
Gimp Fundamentals Warszawa, ul. Złota 3/11 Tue, 2016-12-20 09:00 5485PLN / 2942PLN
Adobe Premiere Pro Warszawa, ul. Złota 3/11 Wed, 2016-12-21 09:00 4000PLN / 2400PLN
Marketing Analytics using R Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2017-02-08 09:00 11880PLN / 5010PLN

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