HDP Developer: Apache Pig and Hive - Hortonworks Official...

Sun, 22 July 9:00 am Other
HDP Developer: Apache Pig and Hive - Hortonworks Official...
Venue: Abu Dhabi, Abū Z̧aby, United Arab Emirates
Address: 135th Street (Abu Dhabi flag)

COURE OVERVIEW This 4 day training course is designed for developers who need to create applications to analyze Big Data stored in Apache Hadoop using Pig and Hive. Topics include: Hadoop, YARN, HDFS, MapReduce, data ingestion, workflow definition, using Pig and Hive to perform data analytics on Big Data and an introduction to Spark Core and Spark SQL. COURSE CONTENT DAY 1: AN INTRODUCTION TO THE HADOOP DISTRIBUTED FILE SYSTEM OBJECTIVES Understanding Hadoop The Hadoop Distributed File System Ingesting Data into HDFS The MapReduce Framework LABS Starting an HDP Cluster Demonstration: Understanding Block Storage Using HDFS Commands Importing RDBMS Data into HDFS Exporting HDFS Data to an RDBMS Importing Log Data into HDFS Using Flume Demonstration: Understanding MapReduce Running a MapReduce Job DAY 2: AN INTRODUCTION TO APACHE PIG OBJECTIVES Introduction to Apache Pig Advanced Apache Pig Programming LABS Demonstration: Understanding Apache Pig Getting Starting with Apache Pig Exploring Data with Apache Pig Splitting a Dataset Joining Datasets with Apache Pig Preparing Data for Apache Hive Demonstration: Computing Page Rank Analyzing Clickstream Data Analyzing Stock Market Data Using Quantiles DAY 3: AN INTRODUCTION TO APACHE HIVE OBJECTIVES Apache Hive Programming Using HCatalog Advanced Apache Hive Programming LABS Understanding Hive Tables Understanding Partition and Skew Analyzing Big Data with Apache Hive Demonstration: Computing NGrams Joining Datasets in Apache Hive Computing NGrams of Emails in Avro Format Using HCatalog withApachePig DAY 4: WORKING WITH SPARK CORE, SPARK SQL AND OOZIE OBJECTIVES Advanced Apache Hive Programming (Continued) Hadoop 2 and YARN Introduction to Spark Core and Spark SQL Defining Workflow with Oozie LABS Advanced Apache Hive Programming Running a YARN Application Getting Started with Apache Spark Exploring Apache Spark SQL Defining an Apache Oozie Workflow (less...) (more...)

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