What is the scope of Hadoop with Azure?

Microsoft announced Microsoft Azure Data Lake, a set of big data storage and analytics services including Azure HDInsight that enables developers, data scientists and analysts to perform all types of processing and analytics on data of any size or shape and across multiple platforms and programming languages.