[SYSTEMDS-2995] Provide datasets via our Apache SystemDS hompage

- Add datasets with Jekyll collections framework
- Add layout for dataset page for individual file generation per
  dataset for easy modification with markdown
- Uploaded datasets from the http://yann.lecun.com/exdb/mnist/
  with `wget` command. There are not manually downloaded via browser
  to avoid any processing on the fly.

- add dataset overview page

Closes #86
diff --git a/_config.yml b/_config.yml
index 8448d03..19b9d19 100644
--- a/_config.yml
+++ b/_config.yml
@@ -26,3 +26,11 @@
 exclude:
   - _sass
   - _scripts
+
+# https://jekyllrb.com/docs/collections/
+collections:
+  datasets:
+    output: true
+
+
+
diff --git a/_src/_datasets/mnist.md b/_src/_datasets/mnist.md
new file mode 100644
index 0000000..2f04c16
--- /dev/null
+++ b/_src/_datasets/mnist.md
@@ -0,0 +1,29 @@
+---
+layout: datasets
+title: MNIST Dataset
+description: The MNIST database of handwritten digits.
+link: mnist
+---
+
+The MNIST database of handwritten digits, available from this page,
+has a training set of 60,000 examples, and a test set of 10,000 examples.
+It is a subset of a larger set available from NIST. The digits have been
+size-normalized and centered in a fixed-size image.
+
+Home Page: [http://yann.lecun.com/exdb/mnist/](http://yann.lecun.com/exdb/mnist/)
+
+Download Size: `11.06 MiB`
+
+### Files
+
+1. [`train-images-idx3-ubyte.gz`:  training set images (9912422 bytes)](https://systemds.apache.org/assets/datasets/mnist/train-images-idx3-ubyte.gz)
+2. [`train-labels-idx1-ubyte.gz`:  training set labels (28881 bytes)](https://systemds.apache.org/assets/datasets/mnist/train-labels-idx1-ubyte.gz)
+3. [`t10k-images-idx3-ubyte.gz`:   test set images (1648877 bytes)](https://systemds.apache.org/assets/datasets/mnist/t10k-images-idx3-ubyte.gz)
+4. [`t10k-labels-idx1-ubyte.gz`:   test set labels (4542 bytes)](https://systemds.apache.org/assets/datasets/mnist/t10k-labels-idx1-ubyte.gz)
+
+### Split:
+
+| Split | Examples |
+| --- | --- |
+| `train` | 60,000 |
+| `test` | 10,000 |
diff --git a/_src/_layouts/datasets.html b/_src/_layouts/datasets.html
new file mode 100644
index 0000000..a0b41ed
--- /dev/null
+++ b/_src/_layouts/datasets.html
@@ -0,0 +1,19 @@
+---
+layout: default
+---
+<!-- https://jekyllrb.com/docs/step-by-step/09-collections/#configuration -->
+<!-- <h1>{{ page.title }}</h1> -->
+<section class="full-stripe full-stripe--alternate">
+  <div class="ml-container ml-container--vertically-centered ">
+    <div class="col col-6 content-group content-group--more-padding">
+      <img src="/assets/img/datasets.png" alt="Datasets for SystemDS">
+    </div>
+    <div class="col col-6 content-group content-group--more-padding button-group">
+      <h2>{{ page.title }}</h2>
+      <h4>{{ page.description }}</h4>
+
+      {{content}}
+
+    </div>
+  </div>
+</section>
diff --git a/_src/assets/datasets/mnist/t10k-images-idx3-ubyte.gz b/_src/assets/datasets/mnist/t10k-images-idx3-ubyte.gz
new file mode 100644
index 0000000..5ace8ea
--- /dev/null
+++ b/_src/assets/datasets/mnist/t10k-images-idx3-ubyte.gz
Binary files differ
diff --git a/_src/assets/datasets/mnist/t10k-labels-idx1-ubyte.gz b/_src/assets/datasets/mnist/t10k-labels-idx1-ubyte.gz
new file mode 100644
index 0000000..a7e1415
--- /dev/null
+++ b/_src/assets/datasets/mnist/t10k-labels-idx1-ubyte.gz
Binary files differ
diff --git a/_src/assets/datasets/mnist/train-images-idx3-ubyte.gz b/_src/assets/datasets/mnist/train-images-idx3-ubyte.gz
new file mode 100644
index 0000000..b50e4b6
--- /dev/null
+++ b/_src/assets/datasets/mnist/train-images-idx3-ubyte.gz
Binary files differ
diff --git a/_src/assets/datasets/mnist/train-labels-idx1-ubyte.gz b/_src/assets/datasets/mnist/train-labels-idx1-ubyte.gz
new file mode 100644
index 0000000..707a576
--- /dev/null
+++ b/_src/assets/datasets/mnist/train-labels-idx1-ubyte.gz
Binary files differ
diff --git a/_src/assets/img/datasets.png b/_src/assets/img/datasets.png
new file mode 100644
index 0000000..4c5969b
--- /dev/null
+++ b/_src/assets/img/datasets.png
Binary files differ
diff --git a/_src/datasets.html b/_src/datasets.html
new file mode 100644
index 0000000..131d7b3
--- /dev/null
+++ b/_src/datasets.html
@@ -0,0 +1,17 @@
+---
+layout: datasets
+title: Dataset catalog
+description: The datasets used for working with SystemDS
+---
+
+<ul>
+  {% for dataset in site.datasets %}
+    <li>
+      <section id="datasets-list">
+        <h4><a href="https://systemds.apache.org/datasets/{{ dataset.link }}">{{ dataset.title }}</a></h4>
+        <p>{{ dataset.description }}</p>
+      </section>
+
+    </li>
+  {% endfor %}
+</ul>
\ No newline at end of file