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In this video tutorial, the speaker discusses collecting custom logs in Microsoft Log Analytics. They explain how to import application data logs into Log Analytics, search through the logs, and set up notifications for specific events. The tutorial covers creating a custom log using a PowerShell script and then collecting and searching through the log data. The process involves four steps, including creating the log, collecting the log data, searching through the logs, and setting up notifications.