Big Data with Hadoop and Spark
Description
In the first training day, the course will introduce developers to the Hadoop ecosystem focusing on HDFS, Hive and HBase.
In the next two training days, the course will cover Spark including: Spark Streaming, Graphs and Machine Learning.
Intended audience
Developers who wish to obtain the skills and knowledge to develop big data solutions with Hadoop and Spark.
Topics
Hadoop (day 1)
Hadoop Introduction
Hadoop HDFS
Hadoop Hive
Hadoop HBase
Spark Workshop (day 2 & 3)
Why Spark?
Basic Concepts
Running on Clusters
Spark SQL
Spark Performance Topics
Spark Structured Streaming
Spark ML
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