HDP Developer: Enterprise Apache Spark - Hortonworks Official Curriculum
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Short Course by
Agilitics Pte. ltd
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On-Site
/ Short Course
USD 2,800.00
Details
COURSE OVERVIEW
This course is designed as an entry point for developers who need to create applications to analyze Big Data stored in Apache Hadoop using Spark. Topics include: An overview of the Hortonworks Data Platform (HDP), including HDFS and YARN; using Spark Core APIs for interactive data exploration; Spark SQL and DataFrame operations; Spark Streaming and DStream operations; data visualization, reporting, and collaboration; performance monitoring and tuning; building and deploying Spark applications; and an introduction to the Spark Machine Learning Library.
Outline
COURSE CONTENT
DAY 1: AN INTRODUCTION TO ZEPPELIN AND RDDS
OBJECTIVES
- HDP Overview for Developers
- Overview ofApacheZeppelin and Spark
- Working with RDDs
- Pair RDDs
LABS
- Using HDFS Commands
- Introduction to Spark REPLs and Zeppelin
- Create and Manipulate RDDs
- Create and Manipulate Pair RDDs
DAY 2: SPARK STREAMING
OBJECTIVES
- Spark Streaming
- Spark SQL
LABS
- Basic Spark Streaming
- Basic Spark Streaming Transformations
- Spark Streaming Windows Transformations
- Create and Save DataFrames
- Working with Tables and DataFrames
DAY 3: WORKING WITH DATA VISUALIZATION
OBJECTIVES
- Data Visualization with Zeppelin
- Job Monitoring
LABS
- Data visualization Reporting and Collaboration Using Zepplein
- Job Monitoring
DAY 4: WORKING WITH DATA VISUALIZATION
OBJECTIVES
- Performance Tuning
- Building and Submitting Spark Applications
- Introduction to Machine Learning with Spark
LABS
- Performance Tuning
- Build and Submit Applications to YARN
- Machine Learning Walkthrough
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Agilitics Pte. Ltd. is a Singapore Headquartered , Big Data Analytics , Business Intelligence and Agile consulting firm. Agilitics Pte. Ltd. is partner of all premium vendors of Big data and have exclusive clientele.Our Motto is to deliver Analytics with Agility+Quality.
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