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What is Azure HDInsight?
It is a cloud-based service from Microsoft for big data analytics that helps organizations process large amounts of streaming or historical data.
What is Databricks?
Databricks Unified Analytics Platform, from the original creators of Apache Spark™, unifies data science and engineering across the Machine Learning lifecycle from data preparation to experimentation and deployment of ML applications.