From 332df38201dfec20a37c1cfd1be1fd7a9c7aa550 Mon Sep 17 00:00:00 2001
From: Githubtesting123 <matlab4shlok@gmail.com>
Date: Tue, 1 Jan 2019 02:11:57 -0800
Subject: [PATCH] created correct directory names and added link for tensorflow
 tutorials (#23919)

---
 .../{scikit => scikit-learn}/index.md              |  0
 .../{tensor-flow => tensorflow}/index.md           | 14 +++++++-------
 2 files changed, 7 insertions(+), 7 deletions(-)
 rename guide/english/data-science-tools/{scikit => scikit-learn}/index.md (100%)
 rename guide/english/data-science-tools/{tensor-flow => tensorflow}/index.md (66%)

diff --git a/guide/english/data-science-tools/scikit/index.md b/guide/english/data-science-tools/scikit-learn/index.md
similarity index 100%
rename from guide/english/data-science-tools/scikit/index.md
rename to guide/english/data-science-tools/scikit-learn/index.md
diff --git a/guide/english/data-science-tools/tensor-flow/index.md b/guide/english/data-science-tools/tensorflow/index.md
similarity index 66%
rename from guide/english/data-science-tools/tensor-flow/index.md
rename to guide/english/data-science-tools/tensorflow/index.md
index e1568c699b..bc2d57a938 100644
--- a/guide/english/data-science-tools/tensor-flow/index.md
+++ b/guide/english/data-science-tools/tensorflow/index.md
@@ -3,13 +3,14 @@ title: TensorFlow
 ---
 <img src="https://www.tensorflow.org/images/tf_logo_transp.png">
 
-## Tensor Flow
+## TensorFlow
 
-<a href='https://www.tensorflow.org/' target='_blank' rel='nofollow'>TensorFlow</a> is an open source software library for Machine Intelligence.
+[TensorFlow](https://www.tensorflow.org/) is an open source software library for Machine Intelligence.
 
 With the aim of conducting research in these fascinating areas, the Google team developed TensorFlow.
 
 ## How it is used for Data Science
+
 TensorFlow is an open source software library for numerical computation using data flow graphs. 
 Nodes in the graph represent mathematical operations, while the graph edges represent the 
 multidimensional data arrays (tensors) communicated between them. The flexible architecture 
@@ -19,11 +20,10 @@ working on the Google Brain Team within Google's Machine Intelligence research o
 for the purposes of conducting machine learning and deep neural networks research, but the 
 system is general enough to be applicable in a wide variety of other domains as well.
 
-For more information, visit the <a href='https://github.com/tensorflow' target='_blank' rel='nofollow'>TensorFlow Github page</a>
-
-## Lab
-<a href="https://github.com/Microsoft/computerscience/blob/master/Labs/AI%20and%20Machine%20Learning/TensorFlow/TensorFlow.md">TensorFlow</a>
-
 #### More Information
 
+* [GitHub - TensorFlow](https://github.com/tensorflow)
 * [Wikipedia - TensorFlow](https://en.wikipedia.org/wiki/TensorFlow)
+* [TensorFlow - Tutorials](https://www.tensorflow.org/tutorials/)
+* [Building Neural Networks with TensorFlow and the Azure Data Science Virtual Machine](https://github.com/Microsoft/computerscience/blob/master/Labs/AI%20and%20Machine%20Learning/TensorFlow/TensorFlow.md#building-neural-networks-with-tensorflow-and-the-azure-data-science-virtual-machine)
+