{"id":3481,"date":"2023-04-12T12:47:17","date_gmt":"2023-04-12T10:47:17","guid":{"rendered":"https:\/\/a1.group\/?p=3481"},"modified":"2024-01-29T08:50:57","modified_gmt":"2024-01-29T07:50:57","slug":"how-female-is-advanced-analytics","status":"publish","type":"post","link":"https:\/\/a1.group\/how-female-is-advanced-analytics\/","title":{"rendered":"How female is Advanced Analytics?"},"content":{"rendered":"\n
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\n\tHow female is Advanced Analytics?<\/h2>\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\n\t\t\t
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\n\tModern technology can nowadays be found everywhere. Computers take their knowledge from past data and make predictions about the future with the help of algorithms. So far so good, isn\u2019t it? Diversity of data and its evaluation play an important role for success. Therefor 6 women at A1 have decided to share their enthusiasm for this topic.

A life without Artificial Intelligence (AI) is impossible to imagine. Already in our daily lives we encounter robotic vacuum cleaners and our phones sort pictures by people\u2019s faces. In our free time we\u2019re not just running against time, we\u2019re also tracking our route, we compete against like-minded people, and some hope to find these through various dating platforms. And in our career? There for example, our Chatbot Kara assists our customers with answers or we proactively offer the right products. The myth \u00bbAdvanced Analytics and Artificial Intelligence does not concern me\u00ab has long become obsolete.<\/p>\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n\t\n\t\t\t

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\n\tAlgorithms are like a recipe<\/strong><\/strong>

A \u00bbWomen\u2019s only\u00ab edition about \u00bbData analysis and AI\u00ab started this July with similarly striking examples, in which Michaela Barta-M\u00fcller and Simone Scholz tried to soothe the dread of 20 interested colleagues about the seemingly complex topic (successfully!) and illustrate possibly unexpected connection points with artificial intelligence in our career. An important part of the workshop was the importance of AI when it comes to correcting blind spots or highlighting the disadvantage of underrepresented groups. At A1 Austria, data scientist Donatella is responsible for the diversity perspective and sees to it, that the \u00bbingredients\u00ab we feed our database are balanced. Our AAA Role Models are furthermore a diverse team, due to their experiences, education and special interests.

For a striking comparison, Michaela will swap the computer with a cooking-apron and explain understandably:

\u00bbImagine a recipe \u2013 the ingredients are data\/influencing factors, the amount defines the mixing relation and amount of influence and you cook based on a formula. A recipe like this can be easy if you cook scrambled eggs for example (easy analysis and models like linear regression) or complicated like a haute cuisine meal (from complex models to neuronal networks). If you use high quality ingredients, then you can see their impact in the result \u2013 food like evaluation \u2013 depending on the skills of the cook or datascientist. Oh and sometimes easy models are just as good as complicated ones \u2013 just like with food, after all many people prefer schnitzel to a meal from the fusion kitchen.\u00ab<\/em><\/em>

Those, who know nothing, have to believe everything<\/strong><\/strong>

The list of buzzwords concerning this topic is long and strikes some before they even get close to the center. Especially with sensible topics that are publicly effective, like movement data, there is a necessity of elucidation on how important it is to ask, to inform yourself and rather to stay away from clich\u00e9s, than to perpetuate them.

Our A1 role models are on a mission to not scare others with \u00bbAdvanced Analytics & Artificial Intelligence\u00ab but to clarify, to build curiosity and enthusiasm for the topic. More women in the technical job field, like data analysis, will not only foster a gender equal balance in data weighting, but also in our company and provide a positive contribution to our ESG goals.<\/p>\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n","protected":false},"excerpt":{"rendered":"

A life without Artificial Intelligence (AI) is impossible to imagine. Six women at A1 have decided to share their enthusiasm for this topic. <\/p>\n","protected":false},"author":3,"featured_media":3429,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[16,17],"tags":[],"departments":[19],"acf":[],"yoast_head":"\nHow female is Advanced Analytics? - A1 Group<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/a1.group\/how-female-is-advanced-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How female is Advanced Analytics? - A1 Group\" \/>\n<meta property=\"og:description\" content=\"A life without Artificial Intelligence (AI) is impossible to imagine. 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