{"id":29697,"date":"2024-07-13T14:42:28","date_gmt":"2024-07-13T14:42:28","guid":{"rendered":"https:\/\/www.writemyessays.app\/blog\/questions\/artificial-intelligence-ai-solution-implementation-experimental-design-for-developing-a-learning-system\/"},"modified":"2024-07-13T14:42:28","modified_gmt":"2024-07-13T14:42:28","slug":"artificial-intelligence-ai-solution-implementation-experimental-design-for-developing-a-learning-system","status":"publish","type":"questions","link":"https:\/\/www.writemyessays.app\/blog\/questions\/artificial-intelligence-ai-solution-implementation-experimental-design-for-developing-a-learning-system\/","title":{"rendered":"Artificial Intelligence (AI) Solution Implementation: Experimental Design for Developing a Learning System"},"content":{"rendered":"<p>attached is the initial outline,<\/p>\n<div>Notes:&nbsp;<span style=\"color: inherit; font-size: 14px; background-color: var(--color-6); font-variant-ligatures: inherit; font-variant-caps: inherit;\">over reliance on non-peer reviewed sources&nbsp; is problematic.<\/span><\/div>\n<div><span style=\"font-size: 14px; cursor: auto; color: inherit;\">Date of access need to be provided to links to all online references<\/span><span style=\"color: inherit; font-size: 14px; background-color: var(--color-6); font-variant-ligatures: inherit; font-variant-caps: inherit;\"><br \/><\/span><\/div>\n<div><span style=\"font-size: 14px; cursor: auto; color: inherit;\">need more references pls<\/span><\/div>\n<div><span style=\"font-size: 14px; cursor: auto; color: inherit;\"><br \/><\/span><\/div>\n<div><span style=\"font-size: 14px; cursor: auto; color: inherit;\">Tutor&#8217;s feedback on the attached outline:<\/span><\/div>\n<div><span style=\"font-size: 14px; cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\">Outline looks good as it aligns with the CRISP-DM process methodology.&nbsp; I see you have both supervised and unsupervised algorithms &#8211; do you intend to explore the two approaches ?<\/span><br \/><\/span><\/div>\n<div><span style=\"font-size: 14px; cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\"><br \/><\/span><\/span><\/div>\n<div><span style=\"font-size: 14px; cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\"><br \/><\/span><\/span><\/div>\n<div><span style=\"font-size: 14px; cursor: auto; color: inherit;\"><span style=\"cursor: auto; color: inherit;\"><\/p>\n<p style=\"margin-bottom: 1rem; font-size: 16px; cursor: auto; color: inherit;\">This final assessment which has a word limit of 2,000 words and accounts for 40% of your final module grade. The focus is on testing your understanding of the processes required to build simple models.<\/p>\n<h4 style=\"margin-bottom: 15px; padding-top: 10px; font-weight: 800; font-size: 1.25rem; line-height: 1.2; cursor: auto;\">Assignment Details<\/h4>\n<p style=\"margin-bottom: 1rem; font-size: 16px; cursor: auto; color: inherit;\">You are required to carry out an experiment using\u202fthe\u202fWEKA software tool and the appropriate dataset available at<span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span><a style=\"font-weight: 700; cursor: auto;\">UCI<\/a><a style=\"font-weight: 700; cursor: auto;\"><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span><\/a>or<span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span><a style=\"font-weight: 700; cursor: auto;\">Kaggle<\/a>. You will need to demonstrate to\u202fthe\u202fsenior management of the start-up company discussed in Unit 9, the feasibility of the AI technology deployment in at least one of the key areas you identified in your Unit 9 report. It does not have to be an exact solution, but you must demonstrate the application of the idea and how the approach and methods of the experiment can be transferred.<\/p>\n<h4 style=\"margin-bottom: 15px; padding-top: 10px; font-weight: 800; font-size: 1.25rem; line-height: 1.2; cursor: auto;\">Instructions<\/h4>\n<p style=\"margin-bottom: 1rem; font-size: 16px; cursor: auto; color: inherit;\">The accompanying report to this solution must have following aspects. Note that the associated grading criteria are highlighted in the requirements below, to be reviewed alongside the<span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span><a style=\"font-weight: 700; cursor: auto;\">full outline of the grading criteria<\/a><span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span>(located in<span style=\"cursor: auto; color: inherit;\">&nbsp;<\/span><span style=\"font-weight: bolder; cursor: auto; color: inherit;\">Module Resources<\/span>):<\/p>\n<ul style=\"margin-bottom: 1rem; padding-left: 36px; font-size: 16px; cursor: auto; color: inherit;\">\n<li style=\"cursor: auto; color: inherit;\">Brief information on the business context\u202f(Knowledge and\u202fUnderstanding\u202fweighted at\u202f5%).<\/li>\n<li style=\"cursor: auto; color: inherit;\">Justification of the choice of dataset (Knowledge and\u202fUnderstanding\u202fweighted at\u202f5%).<\/li>\n<li style=\"cursor: auto; color: inherit;\">Justification of the approach to developing the prediction model (Knowledge and\u202fUnderstanding\u202fweighted at\u202f10% and Application of Knowledge and Understanding\u202fweighted at\u202f5%).<\/li>\n<li style=\"cursor: auto; color: inherit;\">Rationale for the machine learning algorithms used\u202f(Knowledge and\u202fUnderstanding\u202fweighted at\u202f5%, Application of Knowledge and\u202fUnderstanding\u202fweighted at\u202f10%).<\/li>\n<li style=\"cursor: auto; color: inherit;\">Analysis of the outputs with evidence of\u202ftesting (Application of Knowledge and\u202fUnderstanding\u202fweighted at\u202f10%, critically weighted at\u202f10%).<\/li>\n<li style=\"cursor: auto; color: inherit;\">Demonstration that the application of the approach and methods developed from this experiment can be applied to the problem identified in the Unit 9 report (critically weighted at\u202f15%).<\/li>\n<\/ul>\n<p style=\"margin-bottom: 1rem; font-size: 16px; cursor: auto; color: inherit;\">The presentation and structure of your work (weighted at 25%) includes spelling, style, evidence of proofreading and correct use (and format) of citations and references.\u202f<\/p>\n<h4 style=\"margin-bottom: 15px; padding-top: 10px; font-weight: 800; font-size: 1.25rem; line-height: 1.2; cursor: auto;\">Deliverables<\/h4>\n<p style=\"margin-bottom: 1rem; font-size: 16px; cursor: auto; color: inherit;\">Your only deliverable\/submission\u202fis the\u202fimplementation\u202freport with the\u202fabove\u202fcontent.&nbsp; <b><u>The report should include screenshots of the outputs from your model on WEKA,\u202fas an appendix,<\/u><\/b> which will be\u202freviewed in line with the points above.\u202f\u202fA link to the dataset used should be included in your report.<\/p>\n<p><\/span><\/span><\/div>\n","protected":false},"excerpt":{"rendered":"<p>attached is the initial outline, Notes:&nbsp;over reliance on non-peer reviewed sources&nbsp; is problematic. Date of access need to be provided to links to all online references need more references pls Tutor&#8217;s feedback on the attached outline: Outline looks good as it aligns with the CRISP-DM process methodology.&nbsp; I see you have both supervised and unsupervised [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[63],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/29697"}],"collection":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/comments?post=29697"}],"version-history":[{"count":0,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/29697\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/media?parent=29697"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/disciplines?post=29697"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/paper_types?post=29697"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/tagged?post=29697"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}