Linux Talk: Deep Dive into Scheduled Tasks is a guide about cron, anacron, and incron. It discusses the importance of scheduled tasks, what cron is and how it works using crontab files. It covers special cron syntax, system-wide cron, crontab restrictions, and importing cron jobs. Anacron is described as an alternative to cron for non-24/7 systems. Incron is introduced as a way to trigger commands based on file events instead of time schedules. The document provides an overview of scheduling tools and commands commonly used on Linux systems.