docs_src: minor spelling tweaks

6 files changed, 7 insertions, 7 deletions

diff --git a/tensorflow/docs_src/community/index.md b/tensorflow/docs_src/community/index.md
index eec2e51a87..0aa8e7612a 100644
--- a/tensorflow/docs_src/community/index.md
+++ b/tensorflow/docs_src/community/index.md
@@ -54,7 +54,7 @@ with content from the TensorFlow team and the best articles from the community.
 
 ### YouTube
 
-Our [YouTube Channel](http://youtube.com/tensorflow/) focuses on machine learing
+Our [YouTube Channel](http://youtube.com/tensorflow/) focuses on machine learning
 and AI with TensorFlow. On it we have a number of new shows, including:
 
 - TensorFlow Meets: meet with community contributors to learn and share what they're doing
diff --git a/tensorflow/docs_src/deploy/s3.md b/tensorflow/docs_src/deploy/s3.md
index 7028249e94..079c796aa7 100644
--- a/tensorflow/docs_src/deploy/s3.md
+++ b/tensorflow/docs_src/deploy/s3.md
@@ -40,7 +40,7 @@ AWS_SECRET_ACCESS_KEY=XXXXX
 AWS_REGION=us-east-1                    # Region for the S3 bucket, this is not always needed. Default is us-east-1.
 S3_ENDPOINT=s3.us-east-1.amazonaws.com  # The S3 API Endpoint to connect to. This is specified in a HOST:PORT format.
 S3_USE_HTTPS=1                          # Whether or not to use HTTPS. Disable with 0.
-S3_VERIFY_SSL=1                         # If HTTPS is used, conterols if SSL should be enabled. Disable with 0.
+S3_VERIFY_SSL=1                         # If HTTPS is used, controls if SSL should be enabled. Disable with 0.
 ```
 
 ## Usage
diff --git a/tensorflow/docs_src/extend/adding_an_op.md b/tensorflow/docs_src/extend/adding_an_op.md
index 6e96cfc532..fbf5c0b90d 100644
--- a/tensorflow/docs_src/extend/adding_an_op.md
+++ b/tensorflow/docs_src/extend/adding_an_op.md
@@ -649,7 +649,7 @@ define an attr with constraints, you can use the following `<attr-type-expr>`s:
     ```
 
     Lists can be combined with other lists and single types.  The following
-    op allows attr `t` to be any of the numberic types, or the bool type:
+    op allows attr `t` to be any of the numeric types, or the bool type:
 
     ```c++
     REGISTER_OP("NumberOrBooleanType")
diff --git a/tensorflow/docs_src/extend/index.md b/tensorflow/docs_src/extend/index.md
index d48340a777..0e4bfd1dc4 100644
--- a/tensorflow/docs_src/extend/index.md
+++ b/tensorflow/docs_src/extend/index.md
@@ -17,7 +17,7 @@ TensorFlow:
 
 Python is currently the only language supported by TensorFlow's API stability
 promises. However, TensorFlow also provides functionality in C++, Go, Java and
-[JavaScript](https://js.tensorflow.org) (incuding
+[JavaScript](https://js.tensorflow.org) (including
 [Node.js](https://github.com/tensorflow/tfjs-node)),
 plus community support for [Haskell](https://github.com/tensorflow/haskell) and
 [Rust](https://github.com/tensorflow/rust). If you'd like to create or
diff --git a/tensorflow/docs_src/guide/debugger.md b/tensorflow/docs_src/guide/debugger.md
index 0b4a063c10..4c4a04a88a 100644
--- a/tensorflow/docs_src/guide/debugger.md
+++ b/tensorflow/docs_src/guide/debugger.md
@@ -627,7 +627,7 @@ hooks = [tf_debug.DumpingDebugHook("/shared/storage/location/tfdbg_dumps_1")]
 
 Then this `hook` can be used in the same way as the `LocalCLIDebugHook` examples
 described earlier in this document.
-As the training, evalution or prediction happens with `Estimator`,
+As the training, evaluation or prediction happens with `Estimator`,
 tfdbg creates directories having the following name pattern:
 `/shared/storage/location/tfdbg_dumps_1/run_<epoch_timestamp_microsec>_<uuid>`.
 Each directory corresponds to a `Session.run()` call that underlies
@@ -768,7 +768,7 @@ sess.run(b)
 
 **A**: The reason why you see no data dumped is because every node in the
        executed TensorFlow graph is constant-folded by the TensorFlow runtime.
-       In this exapmle, `a` is a constant tensor; therefore, the fetched
+       In this example, `a` is a constant tensor; therefore, the fetched
        tensor `b` is effectively also a constant tensor. TensorFlow's graph
        optimization folds the graph that contains `a` and `b` into a single
        node to speed up future runs of the graph, which is why `tfdbg` does
diff --git a/tensorflow/docs_src/performance/xla/operation_semantics.md b/tensorflow/docs_src/performance/xla/operation_semantics.md
index 02af71f8a3..76d2bb4606 100644
--- a/tensorflow/docs_src/performance/xla/operation_semantics.md
+++ b/tensorflow/docs_src/performance/xla/operation_semantics.md
@@ -22,7 +22,7 @@ Alltoall is a collective operation that sends data from all cores to all cores.
 It has two phases:
 
 1.  the scatter phase. On each core, the operand is split into `split_count`
-    number of blocks along the `split_dimensions`, and the blocks are scatterd
+    number of blocks along the `split_dimensions`, and the blocks are scattered
     to all cores, e.g., the ith block is send to the ith core.
 2.  the gather phase. Each core concatenates the received blocks along the
     `concat_dimension`.