The Sumo Logic Quickstart webinar provides an overview of data collection, analysis, and visualization using their platform. Participants will learn how to effectively manage logs, utilize dashboards, and set up alerts to monitor performance. Key takeaways include the importance of robust naming conventions and the benefits of field extraction rules for efficient data processing.