Azure Data Lake is an Azure hosted service providing end-to-end services for storing big data, transforming it, and performing analysis on top of it. It comprises multiple services:

• Azure Data Lake store
• Azure Data Lake analytics

It provides enterprise grade scalability, performance, and security for data storage and processing. It helps in the massive execution of parallel workloads and is a much-sought service for data scientists and analysts.