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 * [Skills for All](https://skillsforall.com/) - Cyber Security Courses
 * [picoCTF](https://picoctf.org/), [CTF Guide](https://jaimelightfoot.com/blog/so-you-want-to-ctf-a-beginners-guide/), [CTFLearn](https://ctflearn.com/), [Hack The Box](https://www.hackthebox.com/) or [OpenSecurityTraining2](https://opensecuritytraining.info/) - Cybersecurity Lessons
 * [DefendTheWeb](https://defendtheweb.net/) - Cybersecurity Challenges
-* [Cyber Talent Kids](https://cybertalentskids.com/) - Learn About Cybersecurity
+* [Cyber Talent Kids](https://cybertalentskids.com/) or [Teach Yourself Info Sec](https://teachyourselfinfosec.com/) - Learn About Cybersecurity
 * [pwn.college](https://pwn.college/) - Cybersecurity Practice
 * [OverTheWire](https://overthewire.org/wargames/) - Cybersecurity Learning Game
 * [Pentesting Bible](https://github.com/blaCCkHatHacEEkr/PENTESTING-BIBLE) or [Juice Shop](https://owasp.org/www-project-juice-shop/) - Learn Pentesting
+* [iRed](https://www.ired.team/) - Red Teaming and Offensive Security
 * [Hacksplaining](https://www.hacksplaining.com/) - Developer Security Lessons
 * [John Hammond](https://www.youtube.com/@_JohnHammond) or [LowLevelLearning](https://www.youtube.com/@LowLevelLearning/) - Cybersecurity YouTube Tutorials
 * [ClassyShark](https://github.com/google/android-classyshark) - Android/Java Bytecode Viewer
@@ -1385,7 +1386,7 @@
 * [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) or [Practical Deep Learning](https://course.fast.ai/) - Machine Learning Coding Lessons
 * [Nixified](https://nixified.ai/) - Nix Flake for AI Projects
 * [Approaching (Almost) Any Machine Learning Problem](https://github.com/abhishekkrthakur/approachingalmost/blob/master/AAAMLP.pdf) - Machine Learning Problem Solving Book
-* [MetaAcademy](https://metacademy.org/) or [HF Learn](https://huggingface.co/learn) - Machine Learning Guides
+* [MetaAcademy](https://metacademy.org/), [Beginner Guides](https://microsoft.github.io/generative-ai-for-beginners/) or [HF Learn](https://huggingface.co/learn) - Machine Learning Guides
 * [ML-Youtube-Courses](https://github.com/dair-ai/ML-YouTube-Courses) - Machine Learning Courses on YouTube
 * [ML Course Notes](https://github.com/dair-ai/ML-Course-Notes) - Machine Learning Course Notes
 * [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) or [Practical Deep Learning](https://course.fast.ai/) - Machine Learning Coding Lessons