Introduction to Hadoop

start the course
recognize what Big Data is, sources and types of data, evolution and characteristics of Big Data, and use cases of Big Data
identify Big Data infrastructure issues, and explain benefits of Hadoop
recognize basics of Hadoop, history, milestones, and core components
set up a virtual machine
install Linux on a virtual machine
recognize basic and most useful UNIX commands
identify Hadoop components
define HDFS components
recognize how to read and write in HDFS
use HDFS
recognize basics of YARN
define basics of MapReduce
identify how MapReduce processes information
use code that runs on Hadoop
define Pig, HIVE, and HBase
define Sqoop, Flume, Mahout, and Oozie
recognize storing and modeling data in Hadoop
identify available commercial distributions for Hadoop
recognize Spark and its benefits over traditional MapReduce
filter information in Hadoop

Introduction to Data Modeling in Hadoop

This course covers various data genres and management tools, the reasons behind the evolving plethora of new big data platforms from the perspective of big data management systems, and analytical tools.