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aregint
2014-05-17, 14:04
Harvard professor Rafael A. Irizarry is teaching an open course called "Data analysis for genomics". This lecture is very easy to understand and I believe several persons in this forum will enjoy it. I can only embed one video in every post, so I'm adding the links for all the 7 videos.

1. Euclidean distance:


https://www.youtube.com/watch?v=MUX98VLM_Y0
https://www.youtube.com/watch?v=MUX98VLM_Y0


2. Multi-dimensional scaling:

https://www.youtube.com/watch?v=wUkIK17Mc-Y


3. Clustering:

https://www.youtube.com/watch?v=NqH8kUfsFGc


4. How randomness affects clustering:

https://www.youtube.com/watch?v=waqcU-Lxc-I


5. K-means:

https://www.youtube.com/watch?v=pBYANQH9lLc


6. Gene clustering:

https://www.youtube.com/watch?v=yMubXDjw4Bw


7. Batch effect:

https://www.youtube.com/watch?v=qhH_hARH8IM


I'm linking to their official youtube channel. If for any reason you can't access the videos, I have downloaded a copy of them so tell me and I'll re-upload them in my own channel.