The Azure Data Factory (ADF) is an application that allows developers to combine diverse data sources. It's a system similar to SSIS on the cloud that helps manage the data that you have both on-premise as well as on the cloud. It gives access to on-premises data within SQL Server and cloud data in Azure Storage (Blob and Tables) and Azure SQL Database. Access to data on premises is made possible via a gateway for data management that connects to the on-premises SQL Server databases. If you're seeking in knowing more about Microsoft Azure underwater datacenter you can find more details with Azure Data Engineer Certification. It's not a drag and drop interface as SSIS. Instead data processing is enabled at first via Hive, Pig and custom C# actions. These can be utilized to cleanse data, mask data fields or transform the data into a range of complicated ways. You'll write your actions to connect them to the form of a pipeline, then create an execution plan and then you're finished. Data Factory also provides an live monitoring dashboard. A set up your data pipelines, and then immediately start to see them in your dashboard for monitoring. In Azure Preview Portal Azure Preview Portal you can view an image of each of your data pipelines, as well as outputs and inputs. You can view all the relationships and dependencies between your data pipelines to every source so that you know exactly where the data is coming from and to where it's going. You can view a history-based accounting of the job's execution as well as the status of data production and overall system health on one dashboard for monitoring. If you’re seeking more in-depth knowledge, it could be gathered by better preparation for Azure Data Engineer Course in Hyderabad. Data Factory provides customers with central management of the processing of web log analysis, click stream analysis and social sentiment analysis, sensors analysis of data and geo-location analysis. Microsoft considers Data Factory as a key option for customers trying to build an integrated story using SQL Server or who currently utilize Azure HDInsight, Azure SQL Database, Azure Blobs, and Power BI for Office 365. Developers can utilize Data Factory to transform semi-structured or unstructured data from cloud and on-premises sources into reliable data.