[docs] Typo - fixes ray-project#22761 (ray-project#22763)

Signed-off-by: Max Pumperla <max.pumperla@googlemail.com>
pabloem · Mar 2, 2022 · d53d0e0 · d53d0e0
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diff --git a/doc/source/ray-overview/index.md b/doc/source/ray-overview/index.md
@@ -127,7 +127,7 @@ All you have to do is use the ``ray.train.torch.prepare_model`` and
 ``ray.train.torch.prepare_data_loader`` utility functions to
 easily setup your model & data for distributed training.
 This will automatically wrap your model with ``DistributedDataParallel``
-and place it on the right device, and add ``DisributedSampler`` to your DataLoaders.
+and place it on the right device, and add ``DistributedSampler`` to your DataLoaders.
 
 ```{literalinclude} /../../python/ray/train/examples/torch_quick_start.py
 :language: python

diff --git a/doc/source/train/train.rst b/doc/source/train/train.rst
@@ -87,7 +87,7 @@ system. Let's take following simple examples:
     ``ray.train.torch.prepare_data_loader`` utility functions to
     easily setup your model & data for distributed training.
     This will automatically wrap your model with ``DistributedDataParallel``
-    and place it on the right device, and add ``DisributedSampler`` to your DataLoaders.
+    and place it on the right device, and add ``DistributedSampler`` to your DataLoaders.
 
     .. literalinclude:: /../../python/ray/train/examples/torch_quick_start.py
        :language: python