diff --git a/README.md b/README.md
index 807000f..51a9cc5 100644
--- a/README.md
+++ b/README.md
@@ -55,3 +55,9 @@ ok going to dinner soon then gotta finish the section
 https://lelouch.dev/blog/august-2024/documenting-your-grind/ ok interesting
 
 the times i have gotten an A in a class its bc i was just obsessed with the class and i could move past any setbacks etc etc 
+
+julia im going to learn more of (on my own):
+* https://jverzani.github.io/CalculusWithJuliaNotes.jl/
+* https://plutojl.org/
+
+u know how ppl use julia, they have legacy R code right sitting around for yrs thats slow, they use AI to translate it to julia so then its modern, faster & uses less memory