Why People Believe Machine Learning Is Theory-Free

Certain data scientists and ML practitioners believe modelling with Big Data or ML to be a “theory-free” enterprise. Prof Sabina Leonelli and Dr Vlasta Sikimić discuss why this is a false ideology and what gave rise to such thinking. Watch the full podcast here: https://youtu.be/VfEutWbyNZ0?si=nv7UQM0qj7Wj_rNd --------------------------------------- Please consider financially supporting my work (ONLY if you have the means). Patreon: https://patreon.com/trsam?utm_medium=unknown&utm_source=join_link&utm_campaign=creatorshare_creator&utm_content=copyLink Substack: https://rsampod.substack.com PayPal: https://paypal.me/rsampod?country.x=AU&locale.x=en_AU --------------------------------------- {Podcast} Substack: https://rsampod.substack.com/podcast Spotify: https://open.spotify.com/show/4ryEqjut4r6SMtfxLdM1Le SFP: https://podcasters.spotify.com/pod/show/rahul-samaranayake {Website} https://rahulsam.me/ {Social Media} https://substack.com/@trsam/ https://www.instagram.com/name_is_rahul/ https://x.com/trsam97 https://www.linkedin.com/in/rahul-samaranayake-981a9315b/ {Reference Links} https://philpapers.org/rec/ANDTDI-4 https://uk.sagepub.com/en-gb/eur/data-and-society/book269709 {Music Used} "Supapao - Can't Fall In Love" is under a Free To Use YouTube license https://soundcloud.com/supapao Music powered by BreakingCopyright: https://youtu.be/VZkFJAb_gx4?si=J6AwKLAmikAzoqHj --------------------------------------- If the ideas I discuss in this channel evoke your interest, consider visiting https://theunhappyman.substack.com/ --------------------------------------- Copyright Disclaimer under section 107 of the Copyright Act 1976, allowance is made for “fair use” for purposes such as criticism, comment, news reporting, teaching, scholarship, education and research. Fair use is a use permitted by copyright statutes that might otherwise be infringing. If you are or represent the copyright owner of materials used in this video and have a problem with the use of the related material, please email me at trahulsam@gmail.com, and we can sort it out. Thank you.