Add additional resources

resources.md

@@ -85,6 +85,8 @@ Programming expertise is not required, but at least beginner Python programming
 
 If you have no prior programming experience, you may wish to start with the [Python Beginners Guide for Non-programmers by Python Software Foundation](https://www.python.org/about/gettingstarted/).
 
+{% include youtube.html video="x7X9w_GIm1s" title="What is Python?" %}
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@@ -125,6 +127,28 @@ The [Ax Platform](https://ax.dev/) is a tool developed by Meta's Adaptive Experi
 
 </li>
 
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+<li class="resource-block" markdown="1">
+
+## Hugging Face Spaces
+
+The pre-packaged benchmark functions will be available on [Hugging Face Spaces](https://huggingface.co/docs/hub/spaces), which makes it easy to deploy and use our benchmark tasks through a web GUI, or more relevant to the hackathon - programmatically via a straightforward API. For those who are developing their own benchmarks as a hackathon project (Topic #2), we recommend hosting the final benchmark through this same interface. Start by watching the [Hugging Face Spaces overview](https://huggingface.co/docs/hub/spaces-overview) below, which shows how you can get one running in just a few minutes.
+
+{% include youtube.html video="3bSVKNKb_PY" title="Hugging Face Spaces Overview" %}
+
+To make this more concrete, see [our implementation of the Branin function](https://huggingface.co/spaces/AccelerationConsortium/branin) being run via the Hugging Face Spaces interface, which can be set up in just a few minutes. To see how to use it programmatically, click on the "Use with API" button at the bottom of the page (button marked in red in the image below).
+
+[![use with API](assets/branin-api.png)](https://huggingface.co/spaces/AccelerationConsortium/branin)
+
+
+### 
+
+</li>
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+</ul>
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+<ul class="grid">
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 ## Guidelines