INFS 4020 \u2013 Huge Knowledge Ideas
\nAssignment 1: Technology Review (SP2 2022) DUE: By 11PM Adelaide Time, April 29th
\nCommon directions:
\n\u2022 This task is value 30% of your remaining grade. It’s due no later than 11 pm on April 29th.
\n\u2022 You will have to submit your task by way of learnonline. The file you submit must be in a pdf format and ready utilizing the template supplied.
\n\u2022 The phrase restrict for this task is 1500 phrases +\/- 10%. Marks might be deducted if the task is simply too quick (min 1350 phrases) or too lengthy (max 1650 phrases).
\n\u2022 Any late submission will appeal to a penalty of 10% per day, or half thereof, the task is late. The cut-off time is 11pm every day.
\nAssessment process overview:
\nThink about you’re a Huge Knowledge marketing consultant who has been requested to arrange a report for a gaggle of organisations from a selected trade. It’s essential to suggest and focus on an Synthetic Intelligence knowledge expertise resolution that might match particular enterprise wants from that trade. Assume that the viewers know little about Huge Knowledge or the AI expertise or method you might be proposing.
\nYour report is to Help them to make an funding resolution however it isn’t only a gross sales pitch. You have to show that you understand the trade and the proposed expertise, can again up your claims with proof and are capable of successfully talk new ideas and technical phrases to a enterprise viewers.
\nAssessment process particulars:
\nFrom McKinsey and Firm’s Notes from the AI frontier: Functions and worth of deep studying (https:\/\/www.mckinsey.com\/featured-insights\/artificial-intelligence\/notes-from-the-ai-frontierapplications-and-value-of-deep-learning ):
\n\u2022 Select one of many industries listed within the article (see under);
\n\u2022 Select one of many AI strategies listed within the article (see under);
\n\u2022 Then write a crucial Assessment for the way your chosen AI method could possibly be utilized in your chosen trade.
\nSelect an trade:
\nBegin with Exhibit 2 within the McKinsey article Notes from the AI frontier: Functions and worth of deep studying. Your report is meant to help them in investing selection, however it isn’t a gross sales pitch within the conventional sense. A enterprise viewers will look to you to show that you just perceive the trade and the proposed expertise, which you can again up your claims with proof, and that you’re able to speaking new ideas and technical phrases successfully.
\nThe next are the specifics of the Assessment process:
\nBased on McKinsey and Firm’s Notes from the AI Frontier: Functions and Worth of Deep Studying (https:\/\/www.mckinsey.com\/featured-insights\/artificial-intelligence\/notes-from-the-ai-frontierapplications-and-value-of-deep-learning), deep studying has the next purposes and worth:
\n\u2022 Choose one of many industries listed within the article (see under for extra info);
\n\u2022 Choose one of many synthetic intelligence strategies listed within the article (see under);
\n\u2022 Write a crucial Assessment of how your chosen synthetic intelligence method could be utilized in your chosen sector.
\nChoose an trade from the checklist under:
\nWithin the McKinsey paper Notes from the AI Frontier: Functions and Worth of Deep Studying, have a look at Exhibit 2 for a superb place to begin.
\nSolely one of many industries on the next checklist ought to be chosen.
\n\u2022 Well being-care supply and repair techniques
\n\u2022 Agriculture and horticulture
\n\u2022 Oil and Fuel Exploration and Manufacturing
\n\u2022 Investing in shares and bonds
\nMake some preliminary background examine on the sector by consulting the assets on this library web page: https:\/\/guides.library.unisa.edu.au\/companyinfo
\nWish to acquire a greater grasp of the sector you have determined to work in? Ibis World is a superb place to begin! Merely conduct a seek for the trade during which you have an interest \u2014 for instance, if you’re searching for biotechnology, the next is what Ibis World can present:
\nChoose a way from the checklist under:
\nHaving gained an outline of the sector, you have to choose one of many 5 synthetic intelligence methodologies proven in Exhibit 2: feed-forward networks, recurrent neural networks, convolutional neural networks, generative adversarial networks, and reinforcement studying.
\nFirst, learn the rest of the article to study extra concerning the strategies usually, paying attention to examples of how that method is getting used or is being thought of to be used. Then, return and skim the start of this text to study extra concerning the strategies particularly.
\nYou need to use any of the strategies \u2014 there aren’t any “appropriate” or “greatest” decisions as a result of they’ll all be utilized by companies. You have to have a radical understanding of the method with a view to clarify how it will likely be an answer; subsequently, it is best to conduct some analysis on the method and its utility by organizations.<\/p>\n
Select one of many industries from the next checklist solely
\n\u2022 Healthcare techniques and companies
\n\u2022 Agriculture
\n\u2022 Oil and Fuel
\n\u2022 Banking
\nDo some background analysis on the trade utilizing assets from this library web page: https:\/\/guides.library.unisa.edu.au\/companyinfo
\nYou wish to achieve an understanding of your chosen trade \u2013 Ibis World is a wonderful place to begin. Merely seek for the trade you have an interest in \u2013 as an example if you happen to have been searching for biotechnology, here’s what Ibis World has on provide:
\nSelect a way:
\nUpon getting an understanding of the trade, it’s essential to select one of many 5 AI strategies from Exhibit 2: feed-forward networks, recurrent neural networks, convolutional neural networks, generative adversarial networks or reinforcement studying.
\nFirst, learn the remainder of that article to seek out out extra concerning the strategies usually, noting examples of how that method is getting used or being thought of to be used.
\nYou possibly can select any of the strategies \u2013 there aren’t any proper or greatest decisions, since all of them can be utilized by organisations. It’s essential to perceive the method sufficiently to have the ability to clarify how it will likely be an answer, so perform a little research on this system and its use by organisations.
\nBe aware: Don’t select one particular organisation, and don’t concentrate on a selected device or vendor \u2013 however you may have a look at demos and whitepapers to grasp the method additional.
\nReferencing:
\nKey useful resource is that this web site: www.unisa.edu.au\/referencing. It’s best to use the Harvard UniSA referencing fashion.
\nReferencing is essential for assignments to: (a) develop your information of the task matter and (b) present proof to the claims you make and (c) show you understand what you might be speaking about to make a convincing proposal and (d) present different examples or case research
\nThe overall rule is if you’re utilizing info or knowledge that isn’t of your individual creation then it’s essential to acknowledge it. This consists of the screenshots and any knowledge you employ. Not solely is that this for educational integrity however so as to add weight to your suggestions \u2013 to indicate they’re simply not opinions.
\nThe extra you may again up your strategies with analysis, examples, and so forth the upper mark you’ll obtain.
\nWhat number of references?
\nThat relies on what number of factors you’re making. Usually, extra is best as a result of you might have used extra sources to grasp the subject and reinforce your factors.
\nA minimal of 5 references is required. Nevertheless, simply including as many references as attainable with out utilizing them within the task is not going to earn most marks.
\nDon’t plagiarise, i.e. don’t copy instantly from references with out utilizing citation marks or with out together with a reference, and just remember to comply with the foundations when paraphrasing.
\nHold direct quotes to a minimal.
\nWe would like your understanding on the subject, not copied phrases from consultants \u2013 this solely demonstrates which you can analysis properly, not apply your studying.
\nReference high quality:
\nThe kind (high quality) of references makes a distinction and that is thought of within the marks as properly. Be at liberty to make use of the course readings.
\nKeep away from advertising\/vendor websites and normal web sites – the standard isn’t assured as a result of anybody can get an internet site up no matter their experience and advertising materials from software program corporations is often biased. The exception can be information websites if you wish to report an occasion or the place they’re the only vendor of a expertise.
\nSince this can be a fast-moving space, search for references from the final 5 years.
\nPresentation and construction:
\nThe construction ought to be in a logical format that flows properly. At least embody a title web page and part headings. The title web page is separate to the task cowl web page.
\nA pattern template for the task is on the course web site. Please use this construction \u2013 you may add to it with sub-headings if you want.
\nBe aware: Don’t embody an Govt Abstract for this task (be aware that is completely different to an Introduction).
\nSince that is proposal for a enterprise viewers, it ought to be introduced in knowledgeable format making it simple to learn. Using diagrams and graphs, significantly to indicate figures will earn extra marks. An environment friendly structure can also be essential however don’t spend an excessive amount of time on making it look good and never sufficient time on the content material.
\nUtilizing bullet factors are OK often however you will want sentences for every level (i.e. only a bullet level checklist with no rationalization isn’t appropriate).
\nPhrase restrict:
\n1500 phrases +\/- 10%.
\nMinimal 1350 phrases
\nMost: 1650 phrases
\nMarks might be deducted if the task is simply too quick or too lengthy. Preserving to a phrase restrict requires a concentrate on what the viewers most must know.
\nThese are excluded from the phrase rely:
\n\u2022 Title web page
\n\u2022 Desk of contents
\n\u2022 References
\n\u2022 Footnotes
\n\u2022 Textual content inside diagrams
\nDifferent:
\n\u2022 Don’t write within the first individual (\u201cI\u201d)
\n\u2022 Use formal language \u2013 this can be a report supposed for enterprise.
\nMarking standards:
\nThe task might be marked on how properly you cowl every of the factors:
\nSpace Weighting
\nDemonstrated information of your chosen AI expertise\/method and your chosen trade 30%
\nParticular examples or strategies of utilizing the AI expertise\/ method on your chosen trade 30%
\nLimitations or points with utilizing this AI expertise\/method 10%
\nReferencing
\n\u2022 Right referencing as per UniSA tips
\n\u2022 High quality of references
\n\u2022 How current references are 10%
\nUse of formal enterprise or educational language, together with appropriate grammar and spelling 10%
\nStructure presentation 10%<\/p>\n","protected":false},"excerpt":{"rendered":"
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