diff --git a/tutorials/optimize/matrix_multiply_opt.py b/tutorials/optimize/matrix_multiply_opt.py
index 2d54b97..2722af5 100644
--- a/tutorials/optimize/matrix_multiply_opt.py
+++ b/tutorials/optimize/matrix_multiply_opt.py
@@ -23,7 +23,7 @@
 
 This tutorial provides an overview on how to use TVM to map matrix
 multiplication efficiently on the VTA design.
-We recommend covering the :ref:`vta-basic-mat-mult` tutorial first.
+We recommend covering the :ref:`basic-mat-mult` tutorial first.
 
 In this tutorial, we will demonstrate TVM schedule optimizations to break large
 neural network operators down onto smaller blocks to achieve computation within