{"id":674,"date":"2024-04-19T06:53:37","date_gmt":"2024-04-19T05:53:37","guid":{"rendered":"https:\/\/aipathfinder.org\/?p=674"},"modified":"2024-04-19T06:56:08","modified_gmt":"2024-04-19T05:56:08","slug":"10-questions-every-data-scientist-ai-developer-and-project-manager-should-be-able-to-answer","status":"publish","type":"post","link":"https:\/\/aipathfinder.org\/index.php\/2024\/04\/19\/10-questions-every-data-scientist-ai-developer-and-project-manager-should-be-able-to-answer\/","title":{"rendered":"10 questions every Data Scientist, AI Developer and Project Manager should be able to answer"},"content":{"rendered":"\n<p>The 21st March 2024 United Nations declaration on AI calls for upgraded workspace skills for AI companies and their employees. Below is a list of 10 questions that they need to be able to answer and implement in their AI systems.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>What are the characteristics of human-centric AI systems?<\/li>\n\n\n\n<li>How do I analyze soft aspects like ethics, bias and privacy while designing AI systems? Is there is a holistic way to do this in compliance with global standards?<\/li>\n\n\n\n<li>How do I analyse and design AI systems in a human-centric manner?&nbsp;<\/li>\n\n\n\n<li>How can AI risks to human beings be classified while designing AI systems?&nbsp;<\/li>\n\n\n\n<li>What are the ML engineering process used in AI analysis, categorization, design and development of AI use cases?<\/li>\n\n\n\n<li>What are the main aspects of AI Qualitative Requirements that software project managers should know?<\/li>\n\n\n\n<li>How should Quality Departments supplement their testing capabilities in the&nbsp; AI systems project life cycle?<\/li>\n\n\n\n<li>What are the milestone based deliverables in an AI\/ML project?<\/li>\n\n\n\n<li>What are the additional phases and tracks required in the AI\/ML project life cycle?&nbsp;<\/li>\n\n\n\n<li>What are the best practices that analysts, developers, data scientists and project managers should adopt while building human-centric AI systems?<\/li>\n<\/ol>\n\n\n\n<p>For a comprehensive answer to the above questions, kindly refer to my book &#8220;Applied-Human-Centric AI&#8217; is available in e-book formats in Kindle Store. &nbsp;<a href=\"https:\/\/www.amazon.in\/dp\/B0CW1D7B88\">https:\/\/www.amazon.in\/dp\/B0CW1D7B88<\/a>   <\/p>\n\n\n\n<p>Paperback <a href=\"https:\/\/www.amazon.com\/dp\/B0CYXHYPHC\" title=\"\">https:\/\/www.amazon.com\/dp\/B0CYXHYPHC<\/a><\/p>\n\n\n\n<style>.libutton { display: flex; flex-direction: column; justify-content: center; padding: 7px; text-align: center; outline: none; text-decoration: none !important; color: #ffffff !important; width: 200px; height: 32px; border-radius: 16px; background-color: #0A66C2; font-family: \"SF Pro Text\", Helvetica, sans-serif; } <\/style>\n<a class=\"libutton\" href=\"http:\/\/www.linkedin.com\/comm\/mynetwork\/discovery-see-all?usecase=PEOPLE_FOLLOWS&#038;followMember=rajagopal-tampi-0a204a10\" target=\"_black\" rel=\"noopener\">Follow link<\/a>\n","protected":false},"excerpt":{"rendered":"<p>The 21st March 2024 United Nations declaration on AI calls for upgraded workspace skills for [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":678,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27,3,16,17,26,2],"tags":[28,30,36,37,32,35,33],"class_list":["post-674","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-analysis-and-design","category-bus","category-education","category-future-of-ai","category-opinion-piece","category-tech","tag-ai-analysis","tag-ai-analysis-and-design","tag-ai-engineering","tag-data-sicence","tag-human-centric-ai-2","tag-ml-engineering","tag-responsible-ai"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/posts\/674","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/comments?post=674"}],"version-history":[{"count":4,"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/posts\/674\/revisions"}],"predecessor-version":[{"id":679,"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/posts\/674\/revisions\/679"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/media\/678"}],"wp:attachment":[{"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/media?parent=674"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/categories?post=674"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aipathfinder.org\/index.php\/wp-json\/wp\/v2\/tags?post=674"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}