{"version":1,"type":"rich","provider_name":"Libsyn","provider_url":"https:\/\/www.libsyn.com","height":90,"width":600,"title":"Human in the Loop","description":"Machine learning (ML) has reached an exciting phase of development, a phase that Vicki Boykis, Senior ML Engineer at Duo Security* has characterized as the \u201csteam-powered days.\u201d In this episode of Numerically Speaking: The Anaconda Podcast, Vicki talks about the state of the industry and where she sees things heading.   Vicki\u2019s discussion with host Peter Wang covers:   The interplay between software engineering and ML, the human element of the development lifecycle (and the lack thereof in social media) and the operationalization and the rise of microservices.   Resources:   Click https:\/\/vickiboykis.com to visit Vicki\u2019s blog.   Click https:\/\/www.amazon.com\/Presentation-Self-Everyday-Life\/dp\/0385094027  to purchase The Presentation of Self in Everyday Life by Erving Goffman, referenced by Vicki.   Click https:\/\/www.amazon.com\/Broad-Band-Untold-Story-Internet\/dp\/0735211752  to purchase Broad Band: The Untold Story of the Women Who Made the Internet, also referenced by Vicki.   Click https:\/\/jimruttshow.blubrry.net\/currents-rob-malda\/  to listen to the Jim Rutt\/Rob Malda (Slashdot) podcast episode referenced by Peter.   Check out the P2 website https:\/\/wordpress.com\/p2\/   You can find a human-verified transcript of this episode here -  https:\/\/know.anaconda.com\/rs\/387-XNW-688\/images\/ANACON_Vicki%20Boykis_V2%20%281%29.docx.pdf.    If you enjoyed today\u2019s show, please leave a 5-star review. For more information, visit anaconda.com\/podcast.   *At the time of the interview, Vicki Boykis was an ML Engineer working on Tumblr at Automattic.   ","author_name":"Numerically Speaking: The Anaconda Podcast","author_url":"https:\/\/sites.libsyn.com\/422309","html":"