INFS 4020 – Huge Knowledge Ideas
Assignment 1: Technology Review (SP2 2022) DUE: By 11PM Adelaide Time, April 29th
Common directions:
• This task is value 30% of your remaining grade. It’s due no later than 11 pm on April 29th.
• 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.
• 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).
• 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.
Assessment process overview:
Think 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.
Your 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.
Assessment process particulars:
From 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 ):
• Select one of many industries listed within the article (see under);
• Select one of many AI strategies listed within the article (see under);
• Then write a crucial Assessment for the way your chosen AI method could possibly be utilized in your chosen trade.
Select an trade:
Begin 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.
The next are the specifics of the Assessment process:
Based 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:
• Choose one of many industries listed within the article (see under for extra info);
• Choose one of many synthetic intelligence strategies listed within the article (see under);
• Write a crucial Assessment of how your chosen synthetic intelligence method could be utilized in your chosen sector.
Choose an trade from the checklist under:
Within 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.
Solely one of many industries on the next checklist ought to be chosen.
• Well being-care supply and repair techniques
• Agriculture and horticulture
• Oil and Fuel Exploration and Manufacturing
• Investing in shares and bonds
Make some preliminary background examine on the sector by consulting the assets on this library web page: https://guides.library.unisa.edu.au/companyinfo
Wish 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 — for instance, if you’re searching for biotechnology, the next is what Ibis World can present:
Choose a way from the checklist under:
Having 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.
First, 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.
You need to use any of the strategies — 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.
Select one of many industries from the next checklist solely
• Healthcare techniques and companies
• Agriculture
• Oil and Fuel
• Banking
Do some background analysis on the trade utilizing assets from this library web page: https://guides.library.unisa.edu.au/companyinfo
You wish to achieve an understanding of your chosen trade – Ibis World is a wonderful place to begin. Merely seek for the trade you have an interest in – as an example if you happen to have been searching for biotechnology, here’s what Ibis World has on provide:
Select a way:
Upon 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.
First, 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.
You possibly can select any of the strategies – 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.
Be aware: Don’t select one particular organisation, and don’t concentrate on a selected device or vendor – however you may have a look at demos and whitepapers to grasp the method additional.
Referencing:
Key useful resource is that this web site: www.unisa.edu.au/referencing. It’s best to use the Harvard UniSA referencing fashion.
Referencing 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
The 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 – to indicate they’re simply not opinions.
The extra you may again up your strategies with analysis, examples, and so forth the upper mark you’ll obtain.
What number of references?
That 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.
A 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.
Don’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.
Hold direct quotes to a minimal.
We would like your understanding on the subject, not copied phrases from consultants – this solely demonstrates which you can analysis properly, not apply your studying.
Reference high quality:
The 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.
Keep 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.
Since this can be a fast-moving space, search for references from the final 5 years.
Presentation and construction:
The 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.
A pattern template for the task is on the course web site. Please use this construction – you may add to it with sub-headings if you want.
Be aware: Don’t embody an Govt Abstract for this task (be aware that is completely different to an Introduction).
Since 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.
Utilizing 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).
Phrase restrict:
1500 phrases +/- 10%.
Minimal 1350 phrases
Most: 1650 phrases
Marks 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.
These are excluded from the phrase rely:
• Title web page
• Desk of contents
• References
• Footnotes
• Textual content inside diagrams
Different:
• Don’t write within the first individual (“I”)
• Use formal language – this can be a report supposed for enterprise.
Marking standards:
The task might be marked on how properly you cowl every of the factors:
Space Weighting
Demonstrated information of your chosen AI expertise/method and your chosen trade 30%
Particular examples or strategies of utilizing the AI expertise/ method on your chosen trade 30%
Limitations or points with utilizing this AI expertise/method 10%
Referencing
• Right referencing as per UniSA tips
• High quality of references
• How current references are 10%
Use of formal enterprise or educational language, together with appropriate grammar and spelling 10%
Structure presentation 10%
