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@@ -6,7 +6,7 @@ This is the Curriculum for "Learn Machine Learning in 3 Months" [this](https://y
 
 ## Week 1 Linear Algebra
 https://www.youtube.com/watch?v=kjBOesZCoqc&index=1&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
-https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/
+https://www.youtube.com/watch?v=ZK3O402wf1c&list=PLE7DDD91010BC51F8
 ## Week 2 Calculus
 https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
 ## Week 3 Probability