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 # Resources for Quantum Computing 
 
                                                 
-## Introductory Concepts
+## Beginner
+
+### Lectures
 
 * [Lecture on Quantum Computation by David Deutsch](http://www.quiprocone.org/Protected/DD_lectures.htm).
 
 
-## Interesting Talks
+### Talks
 
 * [John Preskill on Quantum Computing](https://blog.ycombinator.com/john-preskill-on-quantum-computing/).
 
+
+## Cirq
+
+### Videos
+* [Programming a quantum computer with Cirq](https://www.youtube.com/watch?v=16ZfkPRVf2w&feature=youtu.be).