[MINOR] Fix broken links to docs and other resources
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index f1184fe..799bbbe 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -37,7 +37,7 @@
 
 ## License
 
-Each file in the project has a header license, when adding files remember to add an appropriate comment for that filetype containing the license. One Example is this file: [RAW Link](https://raw.githubusercontent.com/apache/systemml/master/CONTRIBUTING.md). The specific type of commenting `\** *\` or `# ...` varies depending on filetype, but the content is the same.
+Each file in the project has a header license, when adding files remember to add an appropriate comment for that filetype containing the license. One Example is this file: [RAW Link](https://raw.githubusercontent.com/apache/systemds/master/CONTRIBUTING.md). The specific type of commenting `\** *\` or `# ...` varies depending on filetype, but the content is the same.
 
 ```code
 Licensed to the Apache Software Foundation (ASF) under one or more
diff --git a/NOTICE b/NOTICE
index 0b997b3..a834013 100644
--- a/NOTICE
+++ b/NOTICE
@@ -1,4 +1,4 @@
-Apache SystemML
+Apache SystemDS
 Copyright [2015-2020] The Apache Software Foundation
 
 This product includes software developed at
diff --git a/README.md b/README.md
index c5c7d2e..7a72652 100644
--- a/README.md
+++ b/README.md
@@ -28,22 +28,22 @@
 the underlying data model are DataTensors, i.e., tensors (multi-dimensional arrays) whose first dimension may have a 
 heterogeneous and nested schema.
 
-**Quick Start** [Install, Quick Start and Hello World](https://apache.github.io/systemml/site/install.html)
+**Quick Start** [Install, Quick Start and Hello World](https://apache.github.io/systemds/site/install.html)
 
-**Documentation:** [SystemDS Documentation](https://apache.github.io/systemml/)
+**Documentation:** [SystemDS Documentation](https://apache.github.io/systemds/)
 
-**Python Documentation** [Python SystemDS Documentation](https://apache.github.io/systemml/api/python/index.html)
+**Python Documentation** [Python SystemDS Documentation](https://apache.github.io/systemds/api/python/index.html)
 
-**Status and Build:** SystemDS is still in pre-alpha status. The original code base was forked from 
-[**Apache SystemML**](http://systemml.apache.org/) 1.2 in September 2018. We will continue to support linear algebra 
-programs over matrices, while replacing the underlying data model and compiler, as well as substantially extending the 
-supported functionalities. Until the first release, you can build your own snapshot via Apache Maven:
+**Status and Build:** SystemDS is still in pre-alpha status. The original code base was forked from Apache SystemML 1.2 in 
+September 2018. We will continue to support linear algebra  programs over matrices, while replacing the underlying data model 
+and compiler, as well as substantially extending the  supported functionalities. Until the first release, you can build your own 
+snapshot via Apache Maven:
  `mvn clean package -P distribution`.
   
-[![Build](https://github.com/apache/systemml/workflows/Build/badge.svg?branch=master&event=push)](https://github.com/apache/systemml/actions?query=workflow%3A%22Build%22+branch%3Amaster+event%3Apush)
-[![Documentation](https://github.com/apache/systemml/workflows/Documentation/badge.svg?branch=master&event=push)](https://github.com/apache/systemml/actions?query=workflow%3ADocumentation+branch%3Amaster+event%3Apush)
-[![Component Test](https://github.com/apache/systemml/workflows/Component%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemml/actions?query=workflow%3A%22Component+Test%22+branch%3Amaster+event%3Apush)
-[![Application Test](https://github.com/apache/systemml/workflows/Application%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemml/actions?query=workflow%3A%22Application+Test%22+branch%3Amaster+event%3Apush)
-[![Function Test](https://github.com/apache/systemml/workflows/Function%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemml/actions?query=workflow%3A%22Function+Test%22+branch%3Amaster+event%3Apush)
-[![Python Test](https://github.com/apache/systemml/workflows/Python%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemml/actions?query=workflow%3A%22Python+Test%22+branch%3Amaster+event%3Apush)
-[![Federated Python Test](https://github.com/apache/systemml/workflows/Federated%20Python%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemml/actions?query=workflow%3A%22Federated+Python+Test%22+branch%3Amaster+event%3Apush)
+[![Build](https://github.com/apache/systemds/workflows/Build/badge.svg?branch=master&event=push)](https://github.com/apache/systemds/actions?query=workflow%3A%22Build%22+branch%3Amaster+event%3Apush)
+[![Documentation](https://github.com/apache/systemds/workflows/Documentation/badge.svg?branch=master&event=push)](https://github.com/apache/systemds/actions?query=workflow%3ADocumentation+branch%3Amaster+event%3Apush)
+[![Component Test](https://github.com/apache/systemds/workflows/Component%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemds/actions?query=workflow%3A%22Component+Test%22+branch%3Amaster+event%3Apush)
+[![Application Test](https://github.com/apache/systemds/workflows/Application%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemds/actions?query=workflow%3A%22Application+Test%22+branch%3Amaster+event%3Apush)
+[![Function Test](https://github.com/apache/systemds/workflows/Function%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemds/actions?query=workflow%3A%22Function+Test%22+branch%3Amaster+event%3Apush)
+[![Python Test](https://github.com/apache/systemds/workflows/Python%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemds/actions?query=workflow%3A%22Python+Test%22+branch%3Amaster+event%3Apush)
+[![Federated Python Test](https://github.com/apache/systemds/workflows/Federated%20Python%20Test/badge.svg?branch=master&event=push)](https://github.com/apache/systemds/actions?query=workflow%3A%22Federated+Python+Test%22+branch%3Amaster+event%3Apush)
diff --git a/dev/release/simple-release-build.sh b/dev/release/simple-release-build.sh
index 129fd7c..ce92fa9 100755
--- a/dev/release/simple-release-build.sh
+++ b/dev/release/simple-release-build.sh
@@ -39,7 +39,7 @@
 -v=    --overrideVersion=<no-default>
          Specifies the version of the release
   
--u=    --gitUrl=https://github.com/apache/systemml.git
+-u=    --gitUrl=https://github.com/apache/systemds.git
          The URL of the repository to clone
   
 -g=    --gitCommitHash=master
@@ -143,7 +143,7 @@
 GIT_REF=${GIT_REF:-master}
 if [[ -z "$GIT_URL" ]]; then
     echo "Using default URL"
-    GIT_URL="https://github.com/apache/systemml.git"
+    GIT_URL="https://github.com/apache/systemds.git"
 fi
 
 BASE_DIR=$(pwd)
diff --git a/dev/release/src/test/bin/verifyBuild.sh b/dev/release/src/test/bin/verifyBuild.sh
index 436bbd9..a8bc908 100755
--- a/dev/release/src/test/bin/verifyBuild.sh
+++ b/dev/release/src/test/bin/verifyBuild.sh
@@ -100,7 +100,7 @@
 echo "`date +%Y-%m-%dT%H:%M:%S`: INFO: Cloning branch and building distribution package." >> $OUT_FILE
 echo "=========================================================================================================" >> $OUT_FILE
 runCommand "cd $WORKING_DIR"
-runCommand "git clone https://github.com/apache/systemml.git"
+runCommand "git clone https://github.com/apache/systemds.git"
 runCommand "cd systemds"
 runCommand "git checkout tags/$TAG_NAME -b $TAG_NAME"
 runCommand "mvn -Dmaven.repo.local=$HOME/.m2/temp-repo clean package -P distribution"
diff --git a/docker/sysds.Dockerfile b/docker/sysds.Dockerfile
index cf788a1..a32f88b 100644
--- a/docker/sysds.Dockerfile
+++ b/docker/sysds.Dockerfile
@@ -39,7 +39,7 @@
 # Install Extras
 RUN apk add --no-cache git bash
 
-RUN git clone https://github.com/apache/systemml.git systemds
+RUN git clone https://github.com/apache/systemds.git systemds
 
 WORKDIR /usr/src/systemds/
 
diff --git a/docs/_includes/header.html b/docs/_includes/header.html
index 62e62df..677671b 100644
--- a/docs/_includes/header.html
+++ b/docs/_includes/header.html
@@ -36,7 +36,7 @@
         <nav class="navbar-collapse collapse">
             <ul class="nav navbar-nav navbar-right">
                 <li><a href=".{% if page.path contains 'site' %}/..{% endif %}/">Overview</a></li>
-                <li><a href="https://github.com/apache/systemml">GitHub</a></li>
+                <li><a href="https://github.com/apache/systemds">GitHub</a></li>
                 <li class="dropdown">
                     <a href="#" class="dropdown-toggle" data-toggle="dropdown">API Docs<b class="caret"></b></a>
                     <ul class="dropdown-menu" role="menu">
diff --git a/docs/api/python/getting_started/install.html b/docs/api/python/getting_started/install.html
index 812a705..4a13f6e 100644
--- a/docs/api/python/getting_started/install.html
+++ b/docs/api/python/getting_started/install.html
@@ -224,7 +224,7 @@
 </div>
 <p>Then to build the system you do the following</p>
 <ul class="simple">
-<li><p>Clone the Git Repository: <a class="reference external" href="https://github.com/apache/systemml.git">https://github.com/apache/systemml.git</a></p></li>
+<li><p>Clone the Git Repository: <a class="reference external" href="https://github.com/apache/systemds.git">https://github.com/apache/systemds.git</a></p></li>
 <li><p>Open an terminal at the root of the repository.</p></li>
 <li><p>Package the Java code using the <code class="docutils literal notranslate"><span class="pre">mvn</span> <span class="pre">package</span> <span class="pre">-P</span> <span class="pre">distribution</span></code> command</p></li>
 <li><p><code class="docutils literal notranslate"><span class="pre">cd</span> <span class="pre">src/main/python</span></code> to point at the root of the SystemDS Python library.</p></li>
diff --git a/docs/api/python/guide/federated.html b/docs/api/python/guide/federated.html
index fb78edb..c85e787 100644
--- a/docs/api/python/guide/federated.html
+++ b/docs/api/python/guide/federated.html
@@ -195,7 +195,7 @@
 <div class="section" id="start-federated-worker">
 <h2>Start Federated worker<a class="headerlink" href="#start-federated-worker" title="Permalink to this headline">¶</a></h2>
 <p>To start a federated worker, you first have to setup your environment variables.
-A simple guide to do this is in the SystemDS <a class="reference external" href="https://github.com/apache/systemml/tree/master/bin/">Repository</a>.</p>
+A simple guide to do this is in the SystemDS <a class="reference external" href="https://github.com/apache/systemds/tree/master/bin/">Repository</a>.</p>
 <p>If that is setup correctly simply start a worker using the following command.
 Here the <code class="docutils literal notranslate"><span class="pre">8001</span></code> refer to the port used by the worker.:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">systemds</span> <span class="n">WORKER</span> <span class="mi">8001</span>
diff --git a/docs/api/python/onnx_systemds/onnx_systemds.html b/docs/api/python/onnx_systemds/onnx_systemds.html
index 2e3eaf4..433544e 100644
--- a/docs/api/python/onnx_systemds/onnx_systemds.html
+++ b/docs/api/python/onnx_systemds/onnx_systemds.html
@@ -196,7 +196,7 @@
 <p>to run onnx-systemds you need to:</p>
 <ul class="simple">
 <li><p>install <a class="reference external" href="https://github.com/onnx/onnx">onnx</a>: <a class="reference external" href="https://github.com/onnx/onnx#installation">Installation instructions</a></p></li>
-<li><p><a class="reference external" href="https://github.com/apache/systemml/blob/master/bin/README.md">set up the environment</a></p></li>
+<li><p><a class="reference external" href="https://github.com/apache/systemds/blob/master/bin/README.md">set up the environment</a></p></li>
 </ul>
 </div>
 <div class="section" id="usage">
diff --git a/docs/api/python/sources/getting_started/install.rst.txt b/docs/api/python/sources/getting_started/install.rst.txt
index d413580..f6372bb 100644
--- a/docs/api/python/sources/getting_started/install.rst.txt
+++ b/docs/api/python/sources/getting_started/install.rst.txt
@@ -66,7 +66,7 @@
 
 Then to build the system you do the following
 
-- Clone the Git Repository: https://github.com/apache/systemml.git
+- Clone the Git Repository: https://github.com/apache/systemds.git
 - Open an terminal at the root of the repository.
 - Package the Java code using the ``mvn package -P distribution`` command
 - ``cd src/main/python`` to point at the root of the SystemDS Python library.
diff --git a/docs/api/python/sources/guide/federated.rst.txt b/docs/api/python/sources/guide/federated.rst.txt
index e580d8a..cb8d3ac 100644
--- a/docs/api/python/sources/guide/federated.rst.txt
+++ b/docs/api/python/sources/guide/federated.rst.txt
@@ -32,7 +32,7 @@
 To start a federated worker, you first have to setup your environment variables.
 A simple guide to do this is in the SystemDS Repository_.
 
-.. _Repository: https://github.com/apache/systemml/tree/master/bin/
+.. _Repository: https://github.com/apache/systemds/tree/master/bin/
 
 If that is setup correctly simply start a worker using the following command.
 Here the ``8001`` refer to the port used by the worker.::
diff --git a/docs/api/python/sources/onnx_systemds/onnx_systemds.rst.txt b/docs/api/python/sources/onnx_systemds/onnx_systemds.rst.txt
index 8b0ab69..78fda90 100644
--- a/docs/api/python/sources/onnx_systemds/onnx_systemds.rst.txt
+++ b/docs/api/python/sources/onnx_systemds/onnx_systemds.rst.txt
@@ -29,7 +29,7 @@
 to run onnx-systemds you need to:
 
 - install `onnx <https://github.com/onnx/onnx>`_: `Installation instructions <https://github.com/onnx/onnx#installation>`_
-- `set up the environment <https://github.com/apache/systemml/blob/master/bin/README.md>`_
+- `set up the environment <https://github.com/apache/systemds/blob/master/bin/README.md>`_
 
 Usage
 ------
diff --git a/docs/index.md b/docs/index.md
index 73a8b7d..bb072ab 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -40,5 +40,5 @@
 - Instructions on python can be found at [Python Documentation](./api/python/index)
 - The [javadoc API](./api/java/index) contains internal documentation of the system source code.
 - [Install from Source](./site/install) guides through setup from git download to running system.
-- If you want to contribute take a look at [Contributing](https://github.com/apache/systemml/blob/master/CONTRIBUTING.md)
+- If you want to contribute take a look at [Contributing](https://github.com/apache/systemds/blob/master/CONTRIBUTING.md)
 
diff --git a/pom.xml b/pom.xml
index 76a9965..605cab7 100644
--- a/pom.xml
+++ b/pom.xml
@@ -31,7 +31,7 @@
 	<artifactId>systemds</artifactId>
 	<packaging>jar</packaging>
 	<name>SystemDS</name>
-	<url>https://github.com/apache/systemml</url>
+	<url>https://github.com/apache/systemds</url>
 	<description>Declarative End-to-End Data Science</description>
 	<licenses>
 		<license>
@@ -66,7 +66,7 @@
 	</repositories>
 
 	<scm>
-		<developerConnection>scm:git:https://github.com/apache/systemml.git</developerConnection>
+		<developerConnection>scm:git:https://github.com/apache/systemds.git</developerConnection>
 	</scm>
 
 	<build>
diff --git a/scripts/nn/README.md b/scripts/nn/README.md
index c69d2f3..99f8845 100644
--- a/scripts/nn/README.md
+++ b/scripts/nn/README.md
@@ -19,7 +19,7 @@
 
 # SystemDS-NN
 
-### A deep learning library for [Apache SystemDS](https://github.com/apache/systemml).
+### A deep learning library for [Apache SystemDS](https://github.com/apache/systemds).
 
 ## Examples:
 #### Please see the [`examples`](examples) folder for more detailed examples, or view the following two quick examples.
diff --git a/src/assembly/bin/README.md b/src/assembly/bin/README.md
index 4fff234..4a401b3 100644
--- a/src/assembly/bin/README.md
+++ b/src/assembly/bin/README.md
@@ -23,7 +23,7 @@
 
  SystemDS is a versatile system for the end-to-end data science lifecycle from data integration, cleaning, and feature engineering, over efficient, local and distributed ML model training, to deployment and serving. To this end, we aim to provide a stack of declarative languages with R-like syntax for (1) the different tasks of the data-science lifecycle, and (2) users with different expertise. These high-level scripts are compiled into hybrid execution plans of local, in-memory CPU and GPU operations, as well as distributed operations on Apache Spark. In contrast to existing systems - that either provide homogeneous tensors or 2D Datasets - and in order to serve the entire data science lifecycle, the underlying data model are DataTensors, i.e., tensors (multi-dimensional arrays) whose first dimension may have a heterogeneous and nested schema.
 
-**Documentation:** [SystemDS Documentation](https://github.com/apache/systemml/tree/master/docs)
+**Documentation:** [SystemDS Documentation](https://github.com/apache/systemds/tree/master/docs)
 
 ## Getting started
 
@@ -106,4 +106,4 @@
 
 ## Further reading 
 
-More documentation is available in the [docs directory of our github repository](https://github.com/apache/systemml/tree/master/docs) 
+More documentation is available in the [docs directory of our github repository](https://github.com/apache/systemds/tree/master/docs) 
diff --git a/src/main/python/README.md b/src/main/python/README.md
index 12b4312..0081434 100644
--- a/src/main/python/README.md
+++ b/src/main/python/README.md
@@ -19,7 +19,7 @@
 
 # SystemDS
 
-![Python Test](https://github.com/apache/systemml/workflows/Python%20Test/badge.svg)
+![Python Test](https://github.com/apache/systemds/workflows/Python%20Test/badge.svg)
 
 This package provides a Pythonic interface for working with SystemDS.
 
diff --git a/src/main/python/docs/source/getting_started/install.rst b/src/main/python/docs/source/getting_started/install.rst
index d413580..f6372bb 100644
--- a/src/main/python/docs/source/getting_started/install.rst
+++ b/src/main/python/docs/source/getting_started/install.rst
@@ -66,7 +66,7 @@
 
 Then to build the system you do the following
 
-- Clone the Git Repository: https://github.com/apache/systemml.git
+- Clone the Git Repository: https://github.com/apache/systemds.git
 - Open an terminal at the root of the repository.
 - Package the Java code using the ``mvn package -P distribution`` command
 - ``cd src/main/python`` to point at the root of the SystemDS Python library.
diff --git a/src/main/python/docs/source/guide/federated.rst b/src/main/python/docs/source/guide/federated.rst
index e580d8a..cb8d3ac 100644
--- a/src/main/python/docs/source/guide/federated.rst
+++ b/src/main/python/docs/source/guide/federated.rst
@@ -32,7 +32,7 @@
 To start a federated worker, you first have to setup your environment variables.
 A simple guide to do this is in the SystemDS Repository_.
 
-.. _Repository: https://github.com/apache/systemml/tree/master/bin/
+.. _Repository: https://github.com/apache/systemds/tree/master/bin/
 
 If that is setup correctly simply start a worker using the following command.
 Here the ``8001`` refer to the port used by the worker.::
diff --git a/src/main/python/docs/source/onnx_systemds/onnx_systemds.rst b/src/main/python/docs/source/onnx_systemds/onnx_systemds.rst
index 8b0ab69..78fda90 100644
--- a/src/main/python/docs/source/onnx_systemds/onnx_systemds.rst
+++ b/src/main/python/docs/source/onnx_systemds/onnx_systemds.rst
@@ -29,7 +29,7 @@
 to run onnx-systemds you need to:
 
 - install `onnx <https://github.com/onnx/onnx>`_: `Installation instructions <https://github.com/onnx/onnx#installation>`_
-- `set up the environment <https://github.com/apache/systemml/blob/master/bin/README.md>`_
+- `set up the environment <https://github.com/apache/systemds/blob/master/bin/README.md>`_
 
 Usage
 ------
diff --git a/src/main/python/setup.py b/src/main/python/setup.py
index 259a0aa..13944a3 100755
--- a/src/main/python/setup.py
+++ b/src/main/python/setup.py
@@ -51,7 +51,7 @@
     version=ARTIFACT_VERSION_SHORT,
     description='SystemDS is a distributed and declarative machine learning platform.',
     long_description=open('README.md').read(),
-    url='https://github.com/apache/systemml',
+    url='https://github.com/apache/systemds',
     author='SystemDS',
     author_email='dev@systemml.apache.org',
     packages=find_packages(),