diff --git a/doc/jvm/index.rst b/doc/jvm/index.rst
index 895a325954c1..6721908f92e3 100644
--- a/doc/jvm/index.rst
+++ b/doc/jvm/index.rst
@@ -35,7 +35,7 @@ Contents
 
   java_intro
   XGBoost4J-Spark Tutorial <xgboost4j_spark_tutorial>
-  XGBoost4J-Spark-GPU Turorial <xgboost4j_spark_gpu_tutorial>
+  XGBoost4J-Spark-GPU Tutorial <xgboost4j_spark_gpu_tutorial>
   Code Examples <https://github.com/dmlc/xgboost/tree/master/jvm-packages/xgboost4j-example>
   XGBoost4J Java API <javadocs/index>
   XGBoost4J Scala API <scaladocs/xgboost4j/index>