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In this video tutorial, the speaker discusses the process of collecting custom logs in Microsoft's Log Analytics. They explain how to import application data logs into Log Analytics for searching and issue notifications. The tutorial covers creating a custom log using a PowerShell script, collecting the log, and searching for data within the logs. The video breaks down the process into four steps: creating the log, collecting the log, searching the logs, and setting up notifications for specific events.