diff --git a/docs/_static/js/options.js b/docs/_static/js/options.js
index b43f3919a313..e9225aafc450 100644
--- a/docs/_static/js/options.js
+++ b/docs/_static/js/options.js
@@ -1,4 +1,4 @@
-var versionSelect   = defaultVersion = 'v1.2.1';
+var versionSelect   = defaultVersion = 'v1.3.0';
 var platformSelect    = 'Linux';
 var languageSelect  = 'Python';
 var processorSelect = 'CPU';
diff --git a/docs/_static/mxnet-theme/index.html b/docs/_static/mxnet-theme/index.html
index c8417ef023cf..04dbac086280 100644
--- a/docs/_static/mxnet-theme/index.html
+++ b/docs/_static/mxnet-theme/index.html
@@ -23,21 +23,21 @@
 <div class="section-tout">
   <div class="container">
     <div class="row">
+      <div class="col-lg-4 col-sm-12">
+        <h3>MXNet 1.3.0 Released</h3>
+        <p>We're excited to announce the release of MXNet 1.3.0! This release includes Clojure bindings, Gluon package enhancements, ONNX export, TensorRT integration, and more!</p>
+        <a href="https://github.com/apache/incubator-mxnet/releases/tag/1.3.0">Learn More</a>
+      </div>
       <div class="col-lg-4 col-sm-12">
         <h3>A 60-minute Gluon Crash Course</h3>
         <p>Check out our quick overview of how to use Gluon, the imperative interface of MXNet.</p>
         <a href="http://gluon-crash-course.mxnet.io/">Learn More</a>
       </div>
       <div class="col-lg-4 col-sm-12">
-        <h3>MXNet 1.2.1 Released</h3>
-        <p>We're excited to announce the release of MXNet 1.2.1! Check out the release notes for latest updates.</p>
-        <a href="https://github.com/apache/incubator-mxnet/releases/tag/1.2.1">Learn More</a>
-      </div>
-      <div class="col-lg-4 col-sm-12">
-        <h3>Introducing the Scala Inference API</h3>
-        <p>A model loading and inference API is now available for Scala developers. Try out the examples for single shot detection and loading models for image classification.
+        <h3>Get the latest news from MXNet blogs on Medium</h3>
+        <p>Contributors and customers of MXNet post about how-tos, guides, examples, and stories about their MXNet experiences.
         </p>
-        <a href="api/scala/index.html">Learn More</a>
+        <a href="https://medium.com/apache-mxnet">Learn More</a>
       </div>
     </div>
   </div>
diff --git a/docs/install/download.md b/docs/install/download.md
index baad2006284f..02a0aac2627f 100644
--- a/docs/install/download.md
+++ b/docs/install/download.md
@@ -4,6 +4,7 @@ These source archives are generated from tagged releases. Updates and patches wi
 
 | Version | Source                                                                                                      | PGP                                                                                                             | SHA                                                                                                                |
 |---------|-------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------|
+| 1.3.0   | [Download](https://github.com/apache/incubator-mxnet/releases/download/1.3.0/apache-mxnet-src-1.3.0-incubating.tar.gz)   | [Download](https://github.com/apache/incubator-mxnet/releases/download/1.3.0/apache-mxnet-src-1.3.0-incubating.tar.gz.asc)    | [Download](https://github.com/apache/incubator-mxnet/releases/download/1.3.0/apache-mxnet-src-1.3.0-incubating.tar.gz.sha512)      |
 | 1.2.1   | [Download](https://github.com/apache/incubator-mxnet/releases/download/1.2.1/apache-mxnet-src-1.2.1-incubating.tar.gz)   | [Download](https://github.com/apache/incubator-mxnet/releases/download/1.2.1/apache-mxnet-src-1.2.1-incubating.tar.gz.asc)    | [Download](https://github.com/apache/incubator-mxnet/releases/download/1.2.1/apache-mxnet-src-1.2.1-incubating.tar.gz.sha512)      |
 | 1.2.0   | [Download](https://github.com/apache/incubator-mxnet/releases/download/1.2.0/apache-mxnet-src-1.2.0-incubating.tar.gz)   | [Download](https://github.com/apache/incubator-mxnet/releases/download/1.2.0/apache-mxnet-src-1.2.0-incubating.tar.gz.asc)    | [Download](https://github.com/apache/incubator-mxnet/releases/download/1.2.0/apache-mxnet-src-1.2.0-incubating.tar.gz.sha512)      |
 | 1.1.0   | [Download](http://archive.apache.org/dist/incubator/mxnet/1.1.0/apache-mxnet-src-1.1.0-incubating.tar.gz)      | [Download](http://archive.apache.org/dist/incubator/mxnet/1.1.0/apache-mxnet-src-1.1.0-incubating.tar.gz.asc)      | [Download](http://archive.apache.org/dist/incubator/mxnet/1.1.0/apache-mxnet-src-1.1.0-incubating.tar.gz.sha512)     |
@@ -11,4 +12,3 @@ These source archives are generated from tagged releases. Updates and patches wi
 | 0.12.1  | [Download](http://archive.apache.org/dist/incubator/mxnet/0.12.1/apache-mxnet-src-0.12.1-incubating.tar.gz) | [Download](http://archive.apache.org/dist/incubator/mxnet/0.12.1/apache-mxnet-src-0.12.1-incubating.tar.gz.asc) | [Download](http://archive.apache.org/dist/incubator/mxnet/0.12.1/apache-mxnet-src-0.12.1-incubating.tar.gz.sha512) |
 | 0.12.0  | [Download](http://archive.apache.org/dist/incubator/mxnet/0.12.0/apache-mxnet-src-0.12.0-incubating.tar.gz) | [Download](http://archive.apache.org/dist/incubator/mxnet/0.12.0/apache-mxnet-src-0.12.0-incubating.tar.gz.asc) | [Download](http://archive.apache.org/dist/incubator/mxnet/0.12.0/apache-mxnet-src-0.12.0-incubating.tar.gz.sha512) |
 | 0.11.0  | [Download](http://archive.apache.org/dist/incubator/mxnet/0.11.0/apache-mxnet-src-0.11.0-incubating.tar.gz) | [Download](http://archive.apache.org/dist/incubator/mxnet/0.11.0/apache-mxnet-src-0.11.0-incubating.tar.gz.asc) | [Download](http://archive.apache.org/dist/incubator/mxnet/0.11.0/apache-mxnet-src-0.11.0-incubating.tar.gz.sha512) |
-
diff --git a/docs/install/index.md b/docs/install/index.md
index 4a6af31cee3c..2778c607f1a4 100644
--- a/docs/install/index.md
+++ b/docs/install/index.md
@@ -3,10 +3,11 @@
 Indicate your preferred configuration. Then, follow the customized commands to install MXNet.
 
 <div class="dropdown">
-  <button class="btn current-version btn-primary dropdown-toggle" type="button" data-toggle="dropdown">v1.2.1
+  <button class="btn current-version btn-primary dropdown-toggle" type="button" data-toggle="dropdown">v1.3.0
   <span class="caret"></span></button>
   <ul class="dropdown-menu opt-group">
-    <li class="opt active versions"><a href="#">v1.2.1</a></li>
+    <li class="opt active versions"><a href="#">v1.3.0</a></li>
+    <li class="opt versions"><a href="#">v1.2.1</a></li>
     <li class="opt versions"><a href="#">v1.1.0</a></li>
     <li class="opt versions"><a href="#">v1.0.0</a></li>
     <li class="opt versions"><a href="#">v0.12.1</a></li>
@@ -78,12 +79,19 @@ Indicate your preferred configuration. Then, follow the customized commands to i
 <div class="python">
 <div class="cpu">
 <div class="pip">
-<div class="v1-2-1">
+<div class="v1-3-0">
 
 ```
 $ pip install mxnet
 ```
 
+</div> <!-- End of v1-3-0 -->
+<div class="v1-2-1">
+
+```
+$ pip install mxnet==1.2.1
+```
+
 </div> <!-- End of v1-2-1 -->
 
 <div class="v1-1-0">
@@ -136,7 +144,7 @@ $ pip install mxnet --pre
 Most MXNet versions offer an experimental MKL pip package that will be much faster when running on Intel hardware.
 Check the chart below for other options, refer to <a href="https://pypi.org/project/mxnet/">PyPI for other MXNet pip packages</a>, or <a href="validate_mxnet.html">validate your MXNet installation</a>.
 
-<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages.png" alt="pip packages"/>
+<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages-1.3.0.png" alt="pip packages"/>
 
 </div> <!-- End of pip -->
 
@@ -189,12 +197,19 @@ To build from source, refer to the <a href="ubuntu_setup.html">MXNet Ubuntu inst
 
 <div class="gpu">
 <div class="pip">
-<div class="v1-2-1">
+<div class="v1-3-0">
 
 ```
 $ pip install mxnet-cu92
 ```
 
+</div> <!-- End of v1-3-0-->
+<div class="v1-2-1">
+
+```
+$ pip install mxnet-cu92==1.2.1
+```
+
 </div> <!-- End of v1-2-1-->
 
 <div class="v1-1-0">
@@ -240,7 +255,7 @@ $ pip install mxnet-cu92 --pre
 Most MXNet versions offer an experimental MKL pip package that will be much faster when running on Intel hardware.
 Check the chart below for other options, refer to <a href="https://pypi.org/project/mxnet/">PyPI for other MXNet pip packages</a>, or <a href="validate_mxnet.html">validate your MXNet installation</a>.
 
-<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages.png" alt="pip packages"/>
+<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages-1.3.0.png" alt="pip packages"/>
 
 **NOTES:**
 
@@ -405,12 +420,19 @@ For more installation options, refer to the <a href="ubuntu_setup.html">MXNet Ub
 <div class="python">
 <div class="cpu">
 <div class="pip">
-<div class="v1-2-1">
+<div class="v1-3-0">
 
 ```
 $ pip install mxnet
 ```
 
+</div> <!-- End of v1-3-0 -->
+<div class="v1-2-1">
+
+```
+$ pip install mxnet==1.2.1
+```
+
 </div> <!-- End of v1-2-1 -->
 
 
@@ -459,7 +481,7 @@ $ pip install mxnet --pre
 Most MXNet versions offer an experimental MKL pip package that will be much faster when running on Intel hardware.
 Check the chart below for other options, refer to <a href="https://pypi.org/project/mxnet/">PyPI for other MXNet pip packages</a>, or <a href="validate_mxnet.html">validate your MXNet installation</a>.
 
-<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages.png" alt="pip packages"/>
+<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages-1.3.0.png" alt="pip packages"/>
 
 
 </div> <!-- END of pip -->
@@ -609,13 +631,20 @@ For more installation options, refer to the <a href="osx_setup.html">MXNet macOS
 <div class="python">
 <div class="cpu">
 <div class="pip">
-<div class="v1-2-1">
+<div class="v1-3-0">
 
 ```
 $ pip install mxnet
 ```
 
-</div> <!-- End of v1-2-1-->
+</div> <!-- End of v1-3-0 -->
+<div class="v1-2-1">
+
+```
+$ pip install mxnet==1.2.1
+```
+
+</div> <!-- End of v1-2-1 -->
 
 <div class="v1-1-0">
 
@@ -660,7 +689,7 @@ $ pip install mxnet --pre
 Most MXNet versions offer an experimental MKL pip package that will be much faster when running on Intel hardware.
 Check the chart below for other options, refer to <a href="https://pypi.org/project/mxnet/">PyPI for other MXNet pip packages</a>, or <a href="validate_mxnet.html">validate your MXNet installation</a>.
 
-<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages.png" alt="pip packages"/>
+<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages-1.3.0.png" alt="pip packages"/>
 
 
 </div> <!-- End of pip -->
@@ -678,13 +707,20 @@ Refer to the <a href="windows_setup.html">MXNet Windows installation guide</a>.
 
 <div class="gpu">
 <div class="pip">
-<div class="v1-2-1">
+<div class="v1-3-0">
 
 ```
 $ pip install mxnet-cu92
 ```
 
-</div> <!-- End of v1-2-1-->
+</div> <!-- End of v1-3-0 -->
+<div class="v1-2-1">
+
+```
+$ pip install mxnet-cu92==1.2.1
+```
+
+</div> <!-- End of v1-2-1 -->
 
 <div class="v1-1-0">
 
@@ -729,7 +765,7 @@ $ pip install mxnet-cu92 --pre
 Most MXNet versions offer an experimental MKL pip package that will be much faster when running on Intel hardware.
 Check the chart below for other options, refer to <a href="https://pypi.org/project/mxnet/">PyPI for other MXNet pip packages</a>, or <a href="validate_mxnet.html">validate your MXNet installation</a>.
 
-<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages.png" alt="pip packages"/>
+<img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages-1.3.0.png" alt="pip packages"/>
 
 **NOTES:**
 
diff --git a/docs/install/ubuntu_setup.md b/docs/install/ubuntu_setup.md
index 432310dd763d..07bf2cb3e669 100644
--- a/docs/install/ubuntu_setup.md
+++ b/docs/install/ubuntu_setup.md
@@ -78,21 +78,20 @@ Alternatively, you can use the table below to select the package that suits your
 #### pip Package Availability
 
 The following table presents the pip packages that are recommended for each version of MXNet.
-
-<!-- Must find sol'n for both github and website; image in the meantime
-| Package / MXNet Version | 1.2.1 | 1.1.0 | 1.0.0 | 0.12.1 | 0.11.0 |
-|-|-|-|-|-|-|
-| mxnet-cu92mkl | :white_check_mark:<i class="fas fa-check"></i> | :x: | :x: | :x: | :x: |
-| mxnet-cu92 | :white_check_mark:<i class="fas fa-check"></i> | :x: | :x: | :x: | :x: |
-| mxnet-cu90mkl | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: | :x: |
-| mxnet-cu90 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: | :x: |
-| mxnet-cu80mkl | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
-| mxnet-cu80 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
-| mxnet-mkl | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
-| mxnet | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
+<!-- Table does not render - using a picture alternative
+| Package / MXNet Version | 1.3.0 | 1.2.1 | 1.1.0 | 1.0.0 | 0.12.1 | 0.11.0 |
+|-|:-:|:-:|:-:|:-:|:-:|:-:|
+| mxnet-cu92mkl | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="far fa-times-circle"></i> | <i class="far fa-times-circle"></i> | <i class="far fa-times-circle"></i> | <i class="far fa-times-circle"></i> |
+| mxnet-cu92 | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="far fa-times-circle"></i> | <i class="far fa-times-circle"></i> | <i class="far fa-times-circle"></i> | <i class="far fa-times-circle"></i> |
+| mxnet-cu90mkl | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="far fa-times-circle"></i> |
+| mxnet-cu90 | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="far fa-times-circle"></i> |
+| mxnet-cu80mkl | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> |
+| mxnet-cu80 | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> |
+| mxnet-mkl | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> |
+| mxnet | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> | <i class="fas fa-check"></i> |
 -->
 
-![pip package table](https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages.png)
+![pip package table](https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages-1.3.0.png)
 
 To install an older version of MXNet with one of the packages in the previous table add `==` with the version you require. For example for version 1.1.0 of MXNet with CUDA 8, you would use `pip install mxnet-cu80==1.1.0`.