ICT302 Cease-of-Course Analysis Instruction To College students This Cease-of-Course Analysis paper includes 5 pages (alongside side the conceal page). Which you may also be to consist of the next particulars in your submission: Course Code, Title of the ECA, SUSS PI No., Your Title, and Submission Date. Slack submission will be subjected to the marks deduction draw. Please consult with the Pupil Handbook for minute print. Crucial Present ECA Submission Time restrict: Saturday, 04 April 2026, 12 midday ECA Submission Pointers Please Be taught This Data sooner than You Originate up Working in your ECA. This ECA carries 70% of the direction marks and is a obligatory ingredient. It’s to be done in my thought and not collaboratively with varied students. Submission \u00a0 Which you may also be to submit the ECA assignment in barely the same manner as your tutor-marked assignments (TMA), i.e. the utilization of Canvas. Submission in any varied manner cherish hardcopy or any varied plot could presumably not be accredited. Digital transmission will not be immediate. It’s likely that the community visitors can also very effectively be in particular heavy on the carve-off date and connections to the device can’t be guaranteed. Hence, you may per chance presumably presumably also be educated to submit your assignment the day sooner than the cutoff date in uncover to be positive that the submission is accredited and in stunning time. Whilst you may per chance presumably presumably also have gotten submitted your ECA assignment, the plan is displayed on the computer display camouflage camouflage. You are going to perfect bag a a success assignment submission message while you had utilized for the email notification option. ECA Marks Deduction Draw Please demonstrate the next: Submission Reduce-off Time \u2013 Unless otherwise educated, the carve-off time for ECA submission will be at 12:00 midday on the day of the carve-off date. All submission timings will be essentially based on the time recorded by Canvas. Originate up Time for Deduction \u2013 College students are given a grace length of 12hours. Hence calculation of gradual submissions of ECAs will start at 00:00 hrs the next day (this applies even supposing it is a vacation or weekend) after the carve-off date. How the Draw Works \u2013 From 00:00 hrs the next day after the carve-off date, 10 marks will be deducted for every 24-hour block. Submissions that are topic to higher than 50 marks deduction will be assigned zero impress. For examples on how the draw works, please consult with Allotment 5.2 Para 1.7.3 of the Pupil Handbook. Any extra recordsdata, missing appendices or corrections got after the carve-off date will additionally not be regarded as within the grading of your ECA assignment. Plagiarism and Collusion Plagiarism and collusion are sorts of dishonest and have to not acceptable in any fabricate of a student\u2019s work, alongside side this ECA assignment. Which you may also steer clear of plagiarism by giving acceptable references within the occasion you exercise some varied other folks\u2019s solutions, words or photos (alongside side diagrams). Roar over with the American Psychological Affiliation (APA) Handbook in uncover for you reminding about quoting and referencing.\u00a0 Which you may also steer clear of collusion by guaranteeing that your submission depends in your possess person effort. The digital submission of your ECA assignment will be screened via a plagiarism detecting software. For more records about plagiarism and dishonest, you may per chance presumably presumably also fair soundless consult with the Pupil Handbook. SUSS takes a sturdy stance in opposition to plagiarism and collusion. Significant cases will on the complete consequence within the student being referred to SUSS\u2019s Pupil Disciplinary Crew. For various cases, well-known marking penalties or expulsion from the direction will be imposed. \u00a0(Paunchy marks: 100) Allotment A(25 marks) Retort all questions in this part. Observe Embedding Overview Search files from 1 This ask specializes within the review of word embeddings the utilization of standardized exams. Which you may also be expected to level the underlying notion of embeddings and their review. Search files from 1a Utilizing the analogy check pickle (https:\/\/github.com\/stanfordnlp\/GloVe\/tree\/grasp\/eval\/ask-records ) to imagine two off-the-shelf embedding units. They’re the GloVe 50d mannequin (https:\/\/nlp.stanford.edu\/records\/glove.6B.zip ) vs the Fasttext 200d mannequin (https:\/\/dl.fbaipublicfiles.com\/fasttext\/vectors-english\/wiki-files-300d-1M.vec.zip). File the categorised moreover to the general accuracy. There are marks assigned to the technique (methodology marks) moreover to the categorical results. (12 marks) Search files from 1b Analyse the diversities between these TWO (2) embeddings via efficiency, why is that the case? (5 marks) Search files from 1c Rather then reporting the accuracy in Search files from 1a, report the cosine similarity. What are the diversities between accuracy vs cosine similarity? There are marks assigned to the technique (methodology marks) moreover to the categorical results. (8 marks) AI ethics chatbot. (75 marks) Retort all questions in this part. Which you may also be tasked to originate a chatbot that specialises in QA on the topic of AI ethics. Search files from 2 This ask expects you to imagine the likely weaknesses of an AI device. The assignment is to imagine whether or not ChatGPT can satisfactorily solution any queries referring to the Security Checking out of LLM-Based Applications. (https:\/\/www.imda.gov.sg\/- \/media\/imda\/recordsdata\/about\/emerging-tech-and-research\/synthetic-intelligence\/largelanguage-mannequin-starter-bundle.pdf) Search files from 2a Logically if the off-the-shelf units cherish ChatGPT can type it with out modification, that will per chance presumably be the handiest scenario. Construct an review benchmark to verify if the off-the-shelf units can set apart satisfactorily. The benchmark can also fair soundless consist of at the least 20 various ask and solution pairs referring to potentially the most neatly-liked AI ethic tips. Of the 20+ ask and solution pairs, the ask can also fair soundless be manually created and not be stumbled on within the guide, the answer can also fair additionally be lifted from the guide. Present this review benchmark within the dictionary format. (15 marks) Search files from 2b File the accuracy of the ChatGPT mannequin (in this case we are the utilization of GPT-5) the utilization of the review benchmark which you may per chance presumably presumably also have gotten designed in Search files from 2a. What is your review criterion, i.e. how type you in deciding out what’s appropriate or harmful? Please touch upon its objectivity. (6 marks) Search files from 2c Analyse the varied sorts of errors made (by the GPT-5 mannequin). Are they expected and what can also very effectively be the trigger for them? (4 marks) Search files from 3 On this ask, you may per chance presumably presumably also be going to imagine the likely of grand language units (LLMs) in fixing a screech teach. Now that there’s the review benchmark, implement RAG to pork up the efficiency of the GPT-5 mannequin. Search files from 3a For the retrieval mannequin, suggest a methodology to pork up the retrieval consequence and evaluate it to the RAG implementation taught at college (you may per chance presumably presumably also fair soundless type use of the review benchmark designed in Search files from 2a). File the efficiency of the varied strategies and clarify their variations. (20 marks) Search files from 3b What variations type you check out between RAG and the off-the-shelf mannequin? (5 marks) Search files from 4 Search files from 4a Roar about ONE (1) extra characteristic or modification to the current pipeline to pork up this device and trace the motive gradual this enchancment. (5 marks) Search files from 4b Put into effect your suggestion and report the consequence, imagine your proposal\u2019s effectiveness. (15 marks) Search files from 5 On this ask you’re going to peep the ethical facets of the device. Search files from 5a Which a part of the pipeline will be prone to privacy or security dangers? Analyse the motive and likely mitigations. \u00a0(5 marks) \u2014\u2013 END OF ECA PAPER \u2014\u2013<\/p>\n","protected":false},"excerpt":{"rendered":"
ICT302 Cease-of-Course Analysis Instruction To College students This Cease-of-Course Analysis paper includes 5 pages (alongside side the conceal page). Which you may also be to consist of the next particulars in your submission: Course Code, Title of the ECA, SUSS PI No., Your Title, and Submission Date. Slack submission will be subjected to the marks […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-30039","post","type-post","status-publish","format-standard","hentry","category-solutions"],"_links":{"self":[{"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/posts\/30039","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/comments?post=30039"}],"version-history":[{"count":0,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/posts\/30039\/revisions"}],"wp:attachment":[{"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/media?parent=30039"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/categories?post=30039"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/academicwritersbay.com\/solutions\/wp-json\/wp\/v2\/tags?post=30039"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}