0.11 updates (apache#24)

* Add README file

* Modify news and gluon link

README.md

@@ -0,0 +1 @@
+# Apache MXNet Website

index.html

@@ -163,8 +163,8 @@ <h3>Introducing - Gluon</h3>
 <a href="http://gluon.mxnet.io">Learn More</a>
 </div>
 <div class="col-lg-4 col-sm-12">
-<h3>MXNet 0.10.0 Released</h3>
-<p>We're excited to announce the release of MXNet 0.10.0! Check out the release notes for latest updates.</p>
+<h3>MXNet 0.11.0 Released</h3>
+<p>We're excited to announce the release of MXNet 0.11.0! Check out the release notes for latest updates.</p>
 <a href="https://github.com/dmlc/mxnet/releases">Learn More</a>
 </div>
 <div class="col-lg-4 col-sm-12">

tutorials/index.html

@@ -182,7 +182,7 @@ <h1 id="logo-wrap">
 <div class="section" id="tutorials">
 <span id="tutorials"></span><h1>Tutorials<a class="headerlink" href="#tutorials" title="Permalink to this headline">¶</a></h1>
 <p>These tutorials introduce a few fundamental concepts in deep learning and how to implement them in <em>MXNet</em>. The <em>Basics</em> section contains tutorials on manipulating arrays, building networks, loading/preprocessing data, etc. The <em>Training and Inference</em> section talks about implementing Linear Regression, training a Handwritten digit classifier using MLP and CNN, running inferences using a pre-trained model, and lastly, efficiently training a large scale image classifier.</p>
-<p><strong>Note:</strong> We are working on a set of tutorials for the new imperative interface called Gluon. A preview version is hosted at <a class="reference external" href="http://thestraightdope.mxnet.io">thestraightdope.mxnet.io</a>.</p>
+<p><strong>Note:</strong> We are working on a set of tutorials for the new imperative interface called Gluon. A preview version is hosted at <a class="reference external" href="http://gluon.mxnet.io">gluon.mxnet.io</a>.</p>
 <div class="section" id="python">
 <span id="python"></span><h2>Python<a class="headerlink" href="#python" title="Permalink to this headline">¶</a></h2>
 <div class="section" id="basic">