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Welcome to the Cortana Intelligence Suite workshop – Azure SQL Data Warehouse Focus delivered by your Microsoft Data Science team. In this big data project, you’ll cover a series of modules that guide you from understanding an analytics workload, the Cortana Intelligence Suite Process, Massive Parallel Processing and loading a data warehouse using various tools. You’ll also learn how to work through a real-world scenario using the Cortana Intelligence Suite tools, including the Microsoft Azure Portal, PowerShell, and Visual Studio, among others.
In this big data project, we will continue from a previous hive project "Data engineering on Yelp Datasets using Hadoop tools" and do the entire data processing using spark.
In this hive project , we will build a Hive data warehouse from a raw dataset stored in HDFS and present the data in a relational structure so that querying the data will be natural.
In this hive project, you will work on denormalizing the JSON data and create HIVE scripts with ORC file format.