| Module Code: | B8IT154 | |||
| Module Title: | Platforms for Data Analytics | |||
| Assessment Title & Description: | Practical assignments on BI tools, programming languages, and data management solutions | |||
| Percentage (%) Weighting: | 50% | |||
| Lecturer | Nitya Govindaraju | |||
| Individual/Group: | Individual | |||
| Task: | Design and interpretation of dashboards on Big Data using tools demonstrated in the course such as Tableau or Power BI | |||
| MIMLOs being assessed: | 1,2,3 | |||
| Issue Date | 23 October 2025 | |||
| Submission Date | 5 December 2025 | |||
The goal of this assignment is to demonstrate your application of course concepts and achieve the following course learning outcomes:
For CA1, you are required to create TWO dashboards based on real-world cases using either Tableau OR Power BI. The assignment should encompass the processes of Data Understanding, Data Importing, Data Cleaning, Data Processing, Statistical Analysis, Visualization, and Storytelling.
Documents For Submission – 1 PDF and 1 ZIP File(Dashboard + Dataset)
| Grade Criteria | Fail | Pass | Good | Very Good | Excellent |
| Criteria 1: Data Understanding and Preparation (15%) | The student does not demonstrate a basic understanding of data issues and lacks any attempt to rectify them
| The student identifies some data issues but struggles to address them effectively. | The student identifies common data issues and adequately rectifies simple problems in the dataset. | The student thoroughly identifies and rectifies common data issues with precision, showing a sound understand ing of data types and missing data. | The student expertly identifies and rectifies data issues with a high degree of accuracy, displaying an advanced comprehension of data quality. |
| Criteria 2: Data Importing, Cleaning, and Processing (15%)
| The student fails to demonstrate basic data importing and cleaning skills, resulting in a poorly prepared dataset. | The student imports and cleans data but does so inadequately , leaving some issues unresolved. | The student imports data effectively and cleans it sufficiently, resulting in an acceptable dataset. | The student imports and cleans data adeptly, addressing most data issues and preparing the dataset effectively. | The student imports and cleans data expertly, displaying a high level of skill in data processing and ensuring the dataset is wellprepared. |
| Criteria 3: Dashboard 1 Design and Insights (20%) | The student fails to create an informative dashboard with poor design, lacking | The student creates a dashboard, but it lacks visual appeal and contains | The student designs a good dashboard, which is visually | The student designs a very good dashboard with a | The student excels in dashboard design, creating an |
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| meaningful insights. | limited insights. | acceptable and provides some valuable insights. | pleasing visual layout, offering numerous meaningful insights. | excellent, visually stunning dashboard with a rich depth of insights. |
| Criteria 4: Dashboard 2 Design and Insights (20%)
| The student fails to create an informative dashboard with poor design, lacking meaningful insights. | The student creates a dashboard, but it lacks visual appeal and contains limited insights. | The student designs a good dashboard, which is visually acceptable and provides some valuable insights. | The student designs a very good dashboard with a pleasing visual layout, offering numerous meaningful insights. | The student excels in dashboard design, creating an excellent, visually stunning dashboard with a rich depth of insights. |
| Criteria 5: Report Clarity, Alignment with Learning Outcomes, Creativity, and Effective Use of Tools (30%)
| The student’s report lacks clarity, alignment with learning outcomes, and creativity, with minimal tool usage. | The report is somewhat clear, aligns partially with learning outcomes, displays moderate creativity, and some tool utilization. | The report is mostly clear, aligns well with learning outcomes, demonstrate s good creativity, and effective tool usage. | The report is clear, fully aligns with learning outcomes, showcases very good creativity, and highly effective tool utilization. | An exceptional ly clear report with perfect alignment to learning outcomes, exceptional creativity, and innovative tool usage |
Please follow this link to the Harvard Style Referencing Guide – all referencing is required in this forma: DBS
Note: Ensure that your submission adheres to the provided format, addresses the assignment specifics, and meets the grading rubrics. Good luck with your assignment!
Generative Artificial Intelligence Assessment Scale
Can generative AI be utilised in this assignment?
| 1 | 2 | 3 | 4 | 5 |
| NO AI | AI-ASSISTED IDEA GENERATION AND STRUCTURING | AI-ASSISTED EDITING | AI TASK COMPLETION, HUMAN EVALUATION | FULL AI |
| The assessment is completed entirely without AI assistance. This level ensures that students rely solely on their knowledge, understanding, and skills. AI must not be used at any point during the assessment. | AI can be used in the assessment for brainstorming, creating structures, and generating ideas for improving work. No AI content is allowed in the final submission. | AI can be used to make improvements to the clarity or quality of student created work to improve the final output, but no new content can be created using AI. AI can be used, but your original work with no AI content must be provided in an appendix. | AI is used to complete certain elements of the task, with students providing discussion or commentary on the AI-generated content. This level requires critical engagement with AI generated content and evaluating its output. You will use AI to complete specified tasks in your assessment. Any AI created content must be cited. | AI should be used as a ‘co-pilot’ in order to meet the requirements of the assessment, allowing for a collaborative approach with AI and enhancing creativity. You may use AI throughout your assessment to support your own work and do not have to specify which content is AI generated |
By ticking this box, I am confirming that this assignment/exam is all my own work. Any sources used have been referenced.
I have read the College rules regarding plagiarism in the QAH Part B Section 3 and understand that penalties will be applied accordingly if work is found not to be my own. All work uploaded is submitted via Ouriginal, whereby a text-matching report will show any similarities with other texts.
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