Backport PR jupyter#848: Add links to the scipy talk

Fixes jupyter#842
jhamrick · Jul 18, 2017 · f65458b · f65458b
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diff --git a/README.md b/README.md
@@ -9,7 +9,6 @@ A system for assigning and grading Jupyter notebooks.
 
 [Documentation can be found on Read the Docs.](https://nbgrader.readthedocs.io)
 
-
 ## Highlights of nbgrader
 
 ### Instructor toolbar extension for Jupyter notebooks
@@ -39,6 +38,9 @@ submit, and validate their assignments.
 offer an efficient way for the instructor to generate, assign, release, collect,
 and grade notebooks.
 
+### SciPy 2017 overview talk (click to view on YouTube)
+
+[![nbgrader: A Tool for Creating and Grading Assignments in the Jupyter Notebook | SciPy 2017 ](http://img.youtube.com/vi/5WUm0QuJdFw/0.jpg)](http://www.youtube.com/watch?v=5WUm0QuJdFw "nbgrader: A Tool for Creating and Grading Assignments in the Jupyter Notebook | SciPy 2017 ")
 
 ## Installation
 

diff --git a/nbgrader/docs/source/index.rst b/nbgrader/docs/source/index.rst
@@ -3,6 +3,13 @@ nbgrader
 
 ``nbgrader`` is a tool that facilitates creating and grading assignments in the Jupyter notebook. It allows instructors to easily create notebook-based assignments that include both coding exercises and written free-responses. ``nbgrader`` then also provides a streamlined interface for quickly grading completed assignments.
 
+For an overview and demonstration of nbgrader's core functionality, check out the talk on nbgrader given at SciPy 2017:
+
+.. raw:: html
+
+    <p><iframe width="640" height="360" src="https://www.youtube.com/embed/5WUm0QuJdFw" frameborder="0" allowfullscreen></iframe></p>
+
+
 .. toctree::
     :maxdepth: 1
     :caption: User Documentation