ITECH7407 – Real Time Analytics

ITECH7407 – Real Time Analytics

Assessment Task – Data Analytics Assignment

Overview

For this assessment task, you will work in a group to analyse a selected data set, and provide recommendations to the leadership of the company based on your findings.

Timelines and Expectations

Percentage Value of Task: 25%

Due: Week 11, Sunday 5pm

Minimum time expectation: 35 hrs

Learning Outcomes Assessed

The following course learning outcomes are assessed by completing this assessment task:

  • S1.  Integrate data warehouse and business intelligence techniques when using big data.
  • S2.  Create flexible analytical models based on real time data, and use connectivity interfaces and tools for reporting purposes.
  • S3.  Use real time performance analysis techniques to monitor data, and identify shifts or events occurring in data, as a basis for organisational decision making.
  • S4.  Use real time mobile tracking techniques to utilise mobile-specific usage data.
  • K3.  Communicate the key drivers for big data in terms of efficiency, productivity, revenue and profitability to global organisations.
  • K4.  Identify and describe types of big data, and analyse its differences from other types of data.
  • A1.  Communicate security, compliance, auditing and protection of real time big data systems.
  • A2.  Adopt problem solving and decision making strategies, to communicate solutions to organisational problems with key stakeholders, based on analysis of big data, in real time settings.

Assessment Details

This is a business analytics project aimed at generating innovative analytics solutions for a Company. The objective is to analyse the given datasets from a relevant firm’s perspective in terms of implications and strategies which the chosen company could adopt to improve its functions, resources and processes efficiently and effectively.

You are expected to work in a group to find a dataset with minimum of 10,000 rows from publicly available sources. You also need to hypothetically identify a company (chosen company) who could get benefits from the analysis of the dataset. You are expected to discuss the selected dataset with your tutor in labs by Week 7. Below is a list of open data sources:

1. World Bank Open Data

2. WHO (World Health Organization) — Open data repository

3. Google Public Data Explorer

4. Registry of Open Data on AWS (RODA)

5. European Union Open Data Portal

6. FiveThirtyEight

7. U.S. Census Bureau

8. Data.gov

9. UNICEF Dataset

10. DBpedia

11. freeCodeCamp Open Data

12. Australian Govt Data

Your group is to complete the following tasks:

Task 1- Background information

Write a description of the selected dataset and project, and its importance for your chosen company. Information must be appropriately referenced. [1 Page]

Task 2 – Perform Data Mining on data view

Upload the selected dataset on SAP Predictive Analysis. For your dataset, perform the relevant data analysis tasks on data uploaded using data mining techniques such as classification/association/time series/clustering and identify the BI reporting solution and/or dashboards you need to develop for the operational manager of the chosen company. [2-3 Pages]

Task 3 – Research

Justify why you chose the BI reporting solution, dashboards and data mining technique in Task 2 and why those data sets attributes are present and laid out in the fashion you proposed (feel free to include all other relevant justifications).

Note: A BI dashboard is an integrated and interactive tool to display key performance indicators (KPIs) and other important business metrics and data points on one screen, but not a static diagram or graph. To ensure that you discuss this task properly, you must include visual samples of the reports you have produced (i.e. the screenshots of the BI report/dashboard must be presented and explained in the written report; use ‘Snipping tool’), and also include any assumptions that you may have made about the analysis from Task 3. [1-2 Pages]

Task 4 – Recommendations for CEO

The CEO of the chosen company would like to improve their operations. Based on your BI analysis and the insights gained from your “Dataset” in the lights of analysis performed in previous tasks, make some logical recommendations to the CEO, and justify why/how your proposal could assist in achieving operational/strategic objectives with the help of appropriate references from peer-reviewed sources. [2-3 Pages].

Task 5 – Cover letter

Write a cover letter to the CEO of the chosen firm with the important data insights and recommendations to achieve operational/strategic objectives [1 page]

Other Tasks –

At least 5 references in your report must be from peer-reviewed sources. Include any and all sources of information including any person(s) you interviewed for this project. Please refer to the marking scheme at the end of the assignment for other tasks and expectations.

Submission

You need to submit your report (about 3000 words not counting cover page, references and Appendix) of this project suing the drop box on Moodle. For each team, only one submission from one member of the team is required. Your submission will be checked for plagiarism using text-matching software.  

Please note that all references must adhere to APA 7th style. See https://federation.edu.au/library/student-resources/fedcite/content/apa-7th-ed./using-apa-7th-ed./introduction for details on how to format a report and how to cite references. Make sure your follow a formal report structure with cover page, introduction, use of headings, subheadings, conclusions and reference section.

Marking Criteria / Rubric

Refer to the attached marking guide.

Feedback

Feedback will be supplied through Moodle.

Authoritative results will be published on fdlMarks.

Academic Misconduct

To submit your assessment task, you must indicate that you have read and understood, and comply with, the Federation University Australia Academic Integrity and Student Plagiarism policies and procedures

(http://policy.federation.edu.au/learning_and_teaching/compliance/academic_integrity/ch02.php).

You must also agree that your work has not been outsourced, and is entirely your own except where work quoted is duly acknowledged. Additionally, you must agree that your work has not been submitted for assessment in any other course or program.

ITECH7407 – Real Time Analytics

Marking Guide – Data Analytics Assignment

CriteriaMaximumObtainedComments
Background of the project Description of Project, Datasets and firm. The importance of project for the firm [1+1+1+2]5  
Perform Data Mining Techniques Perform various analysis using SAP expert analysis on your uploaded dataset – [Quality and complexity of the analysis – association/classification/clustering/time series models, dashboard designing and relevance for the project]50    
Research Justify why these BI reporting solution/dashboards are chosen and why those attributes are present and laid out in the fashion you proposed (feel free to include all other relevant justifications).   Note: To ensure that you discuss this task properly, you must include visual samples of the reports you produce (i.e. the screenshots of the BI report/dashboard must be presented and explained in the written report; use ‘Snipping tool’), and also include any assumptions that you may have made about the analysis in your assignment report (i.e. the report to the operational team of the company). [Each analysis/dashboard and report explanation with relevant research papers, complexity and depth of the justification, use of peer-reviewed sources]15        
Recommendations The CEO of the chosen firm would like to improve the operations. Based on your BI analysis and the insights gained from “Data Set” in the lights of analysis performed in previous tasks, make some logical recommendations to the CEO, and justify why/how your proposal could enhance company operations and could assist in achieving operational/strategic objectives. (Key data insights, recommendations to achieve organisational objectives with theoretical justifications with proper references. ) [2+3+5]      10        
Cover Letter (Format, key findings and recommendation ) [1+1+3]5    
Presentation Report is well-written and presented professionally, containing: • Title page • Table of Contents • Introduction • Appropriate use of headings within report • Appropriate use of figures (i.e. graphs, summary tables) and reference to calculations and summaries to justify all observations and recommendations • Overall structure, presentation and formatting. Note that the report has to be presented formally. It must include discussion of calculations, observations and recommendations with graphs and/or tables. [15]  1 2 2 1   4         5              
Total100 (25%)  
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