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In this video tutorial, the speaker discusses collecting custom logs in Microsoft's log analytics. Previously, they demonstrated how to collect Windows Event log data, but now they focus on importing application-specific logs for analysis and notifications. The tutorial covers four steps: creating the log, collecting the log (using a custom PowerShell script as an example), searching through the imported logs, and configuring alerts for specific events. This process allows for a more thorough analysis of log data in log analytics.