Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
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Bio Bytes 16: The Power of Single Cell Data Analysis with Dana Pe'er
Manage episode 311573220 series 3145074
Content provided by Columbia Sys Bio Initiative. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Columbia Sys Bio Initiative or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
In which Dana speaks with Vaibhav and Jason about the principles of single cell analysis and informatics challenges associated with it. Among other things, they discuss manifolds and data topology, Bayesian approaches and considerations in prior distribution selection in biology, matrix factorization and imputing missing cell states with graphical walks through phenotypic space, and the utility of diffusion components when Principal Component Analysis is insufficient. Dana concludes with some advice for young people interested in Systems and Computational Biology.
37 episodes
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Manage episode 311573220 series 3145074
Content provided by Columbia Sys Bio Initiative. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Columbia Sys Bio Initiative or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
In which Dana speaks with Vaibhav and Jason about the principles of single cell analysis and informatics challenges associated with it. Among other things, they discuss manifolds and data topology, Bayesian approaches and considerations in prior distribution selection in biology, matrix factorization and imputing missing cell states with graphical walks through phenotypic space, and the utility of diffusion components when Principal Component Analysis is insufficient. Dana concludes with some advice for young people interested in Systems and Computational Biology.
37 episodes
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Similar to Columbia University Bio Bytes
Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
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