diff --git a/🧠-Educational.md b/🧠-Educational.md
index 5e94240e..710333e5 100644
--- a/🧠-Educational.md
+++ b/🧠-Educational.md
@@ -83,7 +83,7 @@
 * [FreeCourseSite](https://freecoursesite.com/), [2](https://freecoursesites.com/) - Courses
 * [technet24](https://technet24.ir/category/videos) - Courses
 * [AfraTafreeh](https://afratafreeh.com/) - Courses
-* [learningDL](https://learningdl.net/) - Courses / Leech required
+* [learningDL](https://learningdl.net/) - Courses / Leech Required
 * [LinkedIn_Learning](https://t.me/linkedin_learning) - LinkedIn Courses
 * [CertCommunity](https://www.certcommunity.org/forum/) - IT Cert Courses
 * [Coursera-dl](https://github.com/coursera-dl/coursera-dl) - Download videos from Coursera
@@ -169,7 +169,7 @@
 * ↪️ **[Historical Maps](https://www.reddit.com/r/FREEMEDIAHECKYEAH/wiki/misc#wiki_.25B7_historic_maps)** - Map Resources
 * ⭐ **[Historic Films](https://www.historicfilms.com/)** or [National Film Preservation Foundation](https://www.filmpreservation.org/) - Historic Footage / Films
 * ⭐ **[Histography](https://histography.io/)** or [Oldest](https://www.oldest.org/) - History Timelines
-* ⭐ **[MorbidKuriosity](https://morbidkuriosity.com/)** - Dark History, Conspiracies, Crime, Myths etc.
+* ⭐ **[MorbidKuriosity](https://morbidkuriosity.com/)** - Dark History, Conspiracies, Crime, Myths, etc.
 * [HistoryMaps](https://history-maps.com/) - Learn History Visually
 * [Smithsonian Institution Archives](https://siarchives.si.edu/) - Historical Photos / Documents
 * [Imperial War Museums](https://www.iwm.org.uk/) - Historic War Footage
@@ -974,7 +974,7 @@
 * [Devops Exercises](https://github.com/bregman-arie/devops-exercises) - DevOps Exercises
 * [90DaysOfDevOps](https://github.com/MichaelCade/90DaysOfDevOps) - Learn DevOps
 * [Hasura](https://hasura.io/learn/) - GraphQL Courses
-* [systemd-by-example](https://systemd-by-example.com/) - Systemd Learning
+* [systemd-by-example](https://systemd-by-example.com/) - systemd Learning
 * [The Linux Kernel](https://www.kernel.org/doc/html/latest/) - Linux Kernel Development Guides / [Archives](https://kernel.org/)
 * [Workbench](https://apps.gnome.org/Workbench) - Learn / Experiment with Gnome / [GitHub](https://github.com/workbenchdev/Workbench)
 * [Approaching (Almost) Any Machine Learning Problem](https://github.com/abhishekkrthakur/approachingalmost/blob/master/AAAMLP.pdf) - Machine Learning Problem-Solving Book