			{"id":125785,"date":"2020-08-11T17:53:44","date_gmt":"2020-08-11T21:53:44","guid":{"rendered":"https:\/\/fsc-ccf.ca\/references\/what-can-machine-learning-do-workforce-implications-2\/"},"modified":"2020-08-11T17:53:44","modified_gmt":"2020-08-11T21:53:44","slug":"what-can-machine-learning-do-workforce-implications-2","status":"publish","type":"reference","link":"https:\/\/fsc-ccf.ca\/fr\/references\/what-can-machine-learning-do-workforce-implications-2\/","title":{"rendered":"What can machine learning do? Workforce implications"},"content":{"rendered":"<p>Les ordinateurs num\u00e9riques ont transform\u00e9 le travail dans presque tous les secteurs de l&#8217;\u00e9conomie au cours des derni\u00e8res d\u00e9cennies (1). Nous sommes maintenant au d\u00e9but d&#8217;une transformation encore plus grande et plus rapide en raison des progr\u00e8s r\u00e9cents en mati\u00e8re d&#8217;apprentissage de la machine (ML), qui est capable d&#8217;acc\u00e9l\u00e9rer le rythme m\u00eame de l&#8217;automatisation. Cependant, bien qu&#8217;il soit clair que ML est une \u00ab technologie d&#8217;usage g\u00e9n\u00e9ral \u00bb, comme la machine \u00e0 vapeur et l&#8217;\u00e9lectricit\u00e9, ce qui engendre une pl\u00e9thore d&#8217;innovations et de capacit\u00e9s suppl\u00e9mentaires (2), il n&#8217;y a pas d&#8217;accord largement partag\u00e9 sur les t\u00e2ches o\u00f9 excellent les syst\u00e8mes ML, et donc peu d&#8217;accord sur le sp\u00e9cifique pr\u00e9vu des r\u00e9percussions sur la main-d&#8217;\u0153uvre et sur l&#8217;\u00e9conomie plus largement. Nous discutons de ce que nous voyons des implications cl\u00e9s pour la main-d&#8217;\u0153uvre, dessin sur notre rubrique de ce que la g\u00e9n\u00e9ration actuelle des syst\u00e8mes ML peut et ne peut pas faire [voir les documents compl\u00e9mentaires (SM)]. Bien que certaines parties de nombreux emplois peuvent \u00eatre \u00ab appropri\u00e9s pour ML \u00bb (SML), d&#8217;autres t\u00e2ches au sein de ces m\u00eames emplois ne correspondent pas aux crit\u00e8res de ML bien; par cons\u00e9quent, les effets sur l&#8217;emploi sont plus complexes que l&#8217;histoire simple de remplacement et de substitution soulign\u00e9 par certains. Bien que les effets \u00e9conomiques de ML sont aujourd&#8217;hui relativement limit\u00e9es, et nous ne sommes pas face \u00e0 l&#8217;imminence de \u00ab fin du travail \u00bb comme il est parfois proclam\u00e9, les cons\u00e9quences pour l&#8217;\u00e9conomie et la main-d&#8217;\u0153uvre \u00e0 l&#8217;avenir sont profondes. Traduit a\u0300 l'aide de Google Translate<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Les ordinateurs num\u00e9riques ont transform\u00e9 le travail dans presque tous les secteurs de l&#8217;\u00e9conomie au cours des derni\u00e8res d\u00e9cennies (1). Nous sommes maintenant au d\u00e9but d&#8217;une transformation encore plus grande et plus rapide en raison des progr\u00e8s r\u00e9cents en mati\u00e8re d&#8217;apprentissage de la machine (ML), qui est capable d&#8217;acc\u00e9l\u00e9rer le rythme m\u00eame de l&#8217;automatisation. Cependant, bien qu&#8217;il soit clair que ML est une \u00ab technologie d&#8217;usage g\u00e9n\u00e9ral \u00bb, comme la machine \u00e0 vapeur et l&#8217;\u00e9lectricit\u00e9, ce qui engendre une pl\u00e9thore d&#8217;innovations et de capacit\u00e9s suppl\u00e9mentaires (2), il n&#8217;y a pas d&#8217;accord largement partag\u00e9 sur les t\u00e2ches o\u00f9 excellent les syst\u00e8mes ML, et donc peu d&#8217;accord sur le sp\u00e9cifique pr\u00e9vu des r\u00e9percussions sur la main-d&#8217;\u0153uvre et sur l&#8217;\u00e9conomie plus largement. Nous discutons de ce que nous voyons des implications cl\u00e9s pour la main-d&#8217;\u0153uvre, dessin sur notre rubrique de ce que la g\u00e9n\u00e9ration actuelle des syst\u00e8mes ML peut et ne peut pas faire [voir les documents compl\u00e9mentaires (SM)]. Bien que certaines parties de nombreux emplois peuvent \u00eatre \u00ab appropri\u00e9s pour ML \u00bb (SML), d&#8217;autres t\u00e2ches au sein de ces m\u00eames emplois ne correspondent pas aux crit\u00e8res de ML bien; par cons\u00e9quent, les effets sur l&#8217;emploi sont plus complexes que l&#8217;histoire simple de remplacement et de substitution soulign\u00e9 par certains. Bien que les effets \u00e9conomiques de ML sont aujourd&#8217;hui relativement limit\u00e9es, et nous ne sommes pas face \u00e0 l&#8217;imminence de \u00ab fin du travail \u00bb comme il est parfois proclam\u00e9, les cons\u00e9quences pour l&#8217;\u00e9conomie et la main-d&#8217;\u0153uvre \u00e0 l&#8217;avenir sont profondes. [googletranslate_fr]<\/p>\n","protected":false},"template":"","reference-tag":[],"reference-type":[435],"class_list":["post-125785","reference","type-reference","status-publish","hentry","reference-type-journal-article"],"acf":{"citation":"Brynjolfsson, E. and Mitchell, T. (2017). What can machine learning do? Workforce implications. Science, 358(6370), 1530-1534. Retrieved from https:\/\/science.sciencemag.org\/content\/358\/6370\/1530.","authors":"Brynjolfsson, E. and Mitchell, T.","org":"","year":"2017","title_fr":null,"editors_hidden":"","publication":"Science","publication_fr":null,"volume":"358","issue":"6370","Series":"","SeriesNumber":"","page_range":"1530-1534","publisher_city":"","publisher_state":"","publisher":"","abstract_en":null,"abstract_fr":null,"keywords":"","paywall":"0","doi":"10.1126\/science.aap8062","isbn":"","url":"https:\/\/science.sciencemag.org\/content\/358\/6370\/1530","url_fr":null,"url_amazon":"","TRACK":"0"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What can machine learning do? 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