MIS772 Assessment 1 (Individual) – Data Analysis and Report

MIS772 – Predictive Analytics

Trimester 2, 2022

Assessment 1 (Individual) – Data Analysis and Report

DUE DATE AND TIME:                        Due 12th August 2022 8:00PM AEST


WORD LIMIT:                                      Equivalent to 2000 words

Word count is only an indication of the workload. Word limit is not applied for this assignment. Instead, page limit is applied following the provided assignment template.

Learning Outcome Details

Unit Learning Outcome (ULO)Graduate Learning Outcome (GLO)
ULO1: Understand and apply key statistical theories and data mining conceptsGLO1: Discipline-specific knowledge and capabilities

Assessment Feedback

Students who submit their work by the due date will receive their marks and feedback on CloudDeakin 3 weeks after the due date.


No extensions will be considered unless a written request is submitted and negotiated with the Unit Chair before the due date and time. Extension request form must be filled via Cloud Deakin – Assessment – Extension Request (https://www.deakin.edu.au/students/studying/assessment-and-results/assignments), which is accompanied by appropriate documentary evidence for the extension. Submissions after the due date/time without an approved extension will be considered late.

Extensions are only granted in extreme circumstances, such as ongoing health, personal hardship or work-related problems. Temporary illnesses, normal work pressures, multiple assignments due at the same time, failure to keep backups, technology failure, etc are not reasons for an extension. Extension request after the assignment due date should              be                     submitted                       visa         Student               Connect   following         Deakin              procedures https://www.deakin.edu.au/students/studying/assessment-and-results/special-consideration.

Assignment Objectives

This assignment aims for students to learn how to …

  • Articulate problems and solutions in business terms
  • Gain insights from data
  • Prepare data for different models
  • Develop classification models
  • Assess and report model performance.

6 Things You Must Consider When Choosing Your Banking Institution |  Complete ControllerCase Study Description

This case is about a Portuguese banking institution, which has a growing customer base. The bank manager would like to employ data analytics and machine learning to analyse its customer data for bank direct marketing campaign. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required.

The data set contains approximately 45,211 observations with 17 variables as described in the below:

bank client data:

  1. age (numeric)
  2. job: type of job (categorical)
  3. marital: marital status (categorical)
  4. default: has credit in default? (binary)
  5. balance: average yearly balance, in euros (numeric) 7 – housing: has housing loan? (binary)

8 – loan: has personal loan? (binary)

related with the last contact of the current campaign: 9 – contact: contact communication type (categorical) 10 – day: last contact day of the month (numeric)

  1. month: last contact month of year (categorical)
  2. duration: last contact duration, in seconds (numeric)

Image source: https://www.completecontroller.com/6-things-you-must-


other attributes:

  1. campaign: number of contacts performed during this campaign and for this client (numeric, includes last contact) 14 – pdays: number of days that passed by after the client was last contacted from a previous campaign (numeric, -1 means client was not previously contacted)

15 – previous: number of contacts performed before this campaign and for this client (numeric) 16 – poutcome: outcome of the previous marketing campaign (categorical)

17 – y – has the client subscribed a term deposit? (binary)

Financial AI are interested in generating some insights about the clients, especially answering the below questions:

  1. What is the distribution of customer age by marital status?
  2. What are the (top 5) most popular occupations among the bank customers? Among them, which occupation has the highest average yearly balance? Which occupations has the most people completed tertiary education?
  3. How to reliably predict if the client will subscribe to the term deposit? Define appropriate measures and compare the performance of different classifiers to predict client’s subscription.

Financial AI wants you to use RapidMiner to process and explore the provided data, and then develop and evaluate classifiers to predict the customer’s subscriptions to the term deposit, and to minimise misclassifications. The data set is available on Cloud Deakin site, named MIS771 A1 data.zip. you will need to unzip the file before importing into RapidMiner.

Task and Deliverables:

  • Executive Summary: Define your problem and solution in business terms, in doing so answer questions A, B and C, cross-reference with other report sections for support.
  • Data Exploration, Pattern Discovery, and Preparation: Visualise the selected attribute characteristics. Use the visualisations to support answering questions A and B.

Prepare data for predictive modelling. Transform attributes or create new ones as needed. Use appropriate analysis and data visualisation to investigate relationships between attributes (predictors and label). Interpret results.

  • Predictive Modelling: Create and explain two classification models, e.g., k-NN and Decision Tree, to address part of question C. Explain and justify your model’s properties. Investigate and deal with any class imbalance.
  • Model evaluation and improvement: Use hold-out and cross-validation of the model. Utilize honest testing. Compare the performance of different models and select the best. Qualify how much we can trust the answer to question C.

Submission Instructions

See CloudDeakin for more info about this assignment, especially the assignment template and the assessment rubric. The assignment must be prepared using the provided assignment template (.docx file). Read these instructions and suggestions in the report template and understand the assessment rubric. The report font and size must be: Arial 10 points

Only the contents according to the page limits of the report template will be assessed. Any part which is missing in the report or beyond its page limit will not be assessed. We will not look for anything that was missing from your report in your RapidMiner scripts. However, we will check the RapidMiner scripts for consistency with your report and to ensure an authentic effort. Use comments in your RapidMiner process(es) to enable assessors to follow your logic.

A professional analytics report is evidenced-based, not speculative! Anything reported that is not substantiated by RapidMiner scripts will not be awarded marks. Create new versions your processes as you work on them (i.e., include a version number as part of the filename when you save it). It is your responsibility to make regular backups of your RapidMiner processes on alternative storage media. Failure to do so will not be accepted as a reason for seeking extensions.

Your RapidMiner script must be developed so that they can be run independently by assessors. Therefore, do NOT create intermediate data stores, or modify the provided dataset for the assignment outside of RapidMiner.

Submission format: Submit two separate files:

  1. Your report, according to the template in PDF format.
  2. Final versions of all your RapidMiner scripts (*.rmp files) compressed as a single ZIP file. This is an individual assignment. The Deakin policy on Academic Integrity applies.

Your files should be named as your firstname_lastname_MIS772A1 (e.g. John_Smith_MIS772A1.pdf and


You are to submit your assignment in the individual Assignment Dropbox in the MIS772 CloudDeakin unit site by the due date. Only assignments received via the CloudDeakin submission box will be marked. Do NOT submit assignments via email. Approved extensions will result in deadlines redefined for individuals.


  • Any work you submit may be checked by electronic or other means for the purposes of detecting collusion and/or plagiarism.
  • Feel free to discuss concepts and ideas with peers but remember your submission must be your own work. Be careful not to allow others to copy your work. Submissions, whose python codes are significantly similar (e.g., mostly identical except for only some variable names), are subjected to investigation for potential copying issue. The authors of such submissions may also be asked to present their work to an academic panel if necessary.
  • You must keep a backup copy of every assignment you submit, until the marked assignment has been returned to you. In the unlikely event that one of your assignments is misplaced, you will need to submit your backup copy.
  • When you are required to submit an assignment through your CloudDeakin unit site, you will receive an email to your Deakin email address confirming that it has been submitted. You should check that you can see your assignment in the Submissions view of the Assignment dropbox folder after upload, and check for, and keep, the email receipt of the submission. You are responsible for submitting the correct documents for the correct unit, in the required content or format. Should you wish to correct your submission, you can resubmit with any applicable penalties. You will not be able to submit, resubmit or correct your submission after the 5 day lateness period (or your extension deadline).
  • Penalties for late submission: The following marking penalties will apply if you submit an assessment task after the due date without an approved extension: 5% will be deducted from available marks for each day up to five days, and work that is submitted more than five days after the due date will not be marked. You will receive 0% for the task. ‘Day’ means working day for paper submissions and calendar day for electronic submissions. The Unit Chair may refuse to accept a late submission where it is unreasonable or impracticable to assess the task after the due date.
Order Now

Get expert help for MIS772 Assessment 1 (Individual) – Data Analysis and Report and many more. 24X7 help, plag free solution. Order online now!

Universal Assignment (September 27, 2022) MIS772 Assessment 1 (Individual) – Data Analysis and Report. Retrieved from https://universalassignment.com/mis772-assessment-1-individual-data-analysis-and-report/.
"MIS772 Assessment 1 (Individual) – Data Analysis and Report." Universal Assignment - September 27, 2022, https://universalassignment.com/mis772-assessment-1-individual-data-analysis-and-report/
Universal Assignment September 1, 2022 MIS772 Assessment 1 (Individual) – Data Analysis and Report., viewed September 27, 2022,<https://universalassignment.com/mis772-assessment-1-individual-data-analysis-and-report/>
Universal Assignment - MIS772 Assessment 1 (Individual) – Data Analysis and Report. [Internet]. [Accessed September 27, 2022]. Available from: https://universalassignment.com/mis772-assessment-1-individual-data-analysis-and-report/
"MIS772 Assessment 1 (Individual) – Data Analysis and Report." Universal Assignment - Accessed September 27, 2022. https://universalassignment.com/mis772-assessment-1-individual-data-analysis-and-report/
"MIS772 Assessment 1 (Individual) – Data Analysis and Report." Universal Assignment [Online]. Available: https://universalassignment.com/mis772-assessment-1-individual-data-analysis-and-report/. [Accessed: September 27, 2022]

Please note along with our service, we will provide you with the following deliverables:

Please do not hesitate to put forward any queries regarding the service provision.

We look forward to having you on board with us.

Get 45%* OFF on Assignment Help

Popular Assignments

VU22977 – Practice in a Legal Environment

Advanced Diploma of Legal Practice – 22565VIC PORTFOLIO- CLIENT MATTER FILE Assessment task 1 Prepare a comprehensive portfolio of documents to create a Client Matter File which must include: Element 1 Area of law Cover sheet stating client name and short description of legal matter Client Instruction Sheet, Costs Agreement

Read More »

KIT714 ICT Research Principles: Assignment 1

Practical Qualitative Research Exercise                                                                                                                                         Type:                 In-Semester, Individual Assignment Task Length:   minimum 2,000 words Weighting:     20% of total assessment for this unit Due Date:       Friday 5 August 2022 – 11:55 pm (Week05) Submission:    electronic submission on MyLO (WORD or PDF) Description:    This practical exercise will engage students in a qualitative research

Read More »

MODULE 44-704463 Dissertation Help

ASSESSMENT CRITERIA Dissertation (12,500 words) Deadline: JULY 29th 2022, 3pm Introduction and abstract  Situates the research question within the, theory, and concepts Explains the value of the study.  Relevance of the research question, to the field of study is fully justified. Leads logically into the Literature Review. Abstract of professional

Read More »

ITECH1103-Assignment: Assignment 2: Analytics Report

Overview The purpose of this task is to provide students with practical experience in writing a data analytical report to provide useful insights, patterns, and trends in a chosen dataset in the light of a set of tasks required within this document. This dataset will be chosen from the UC

Read More »

PBHL20001 Term 1, 2022 – Supplementary Assessment

PBHL20001 Term 1, 2022 Supplementary Assessment The influenza pandemic that followed World War I and took place over the period from 1918-1920 resulted in an estimated 100 million deaths worldwide and 500 million infections. In addition, this pandemic had a significant impact on public health practice throughout the 20th century

Read More »

Community Health Project 1 (HLTH 3058): Assessment 2: Portfolio Task 2

Community Health Project 1 (HLTH 3058) Assessment 2: Portfolio Task 2 – Evaluative Framework Marking Guide Weighting: 15% the total grade for the course   Criteria Outstanding performance (75-100%) Exceeds core requirements (65-74%) Meets core requirements (50-64%) Does not meet requirements (<50%) Comments Content (70%) Demonstrates adequate knowledge of integrating

Read More »

Community Health Project 1 (HLTH 3058): Assessment 2: Portfolio Task 1

Community Health Project 1 (HLTH 3058)Assessment 2: Portfolio Task 1 – Ethical Considerations Marking GuideWeighting of 15% the total grade for the course Criteria Outstanding performance (75-100%) Exceeds core requirements (65-74%)   Meets core requirements (50-64%) Does not meet requirements (<50%) Comments CONTENT (80%) Ethical Considerations   Demonstrates adequate knowledge

Read More »

SAM 11486/SAM G 6677: Assignment 1 – Individual

Assignment 1 – Individual (25%) Report Due: 11:59pm Sunday Week 5 04/09/2022 This assignment will be marked out of 25 marks and is worth 25% of the overall mark for the unit. Please check the unit outline for late penalties and restrictions on late submissions. This assignment is an individual

Read More »

11486 Systems Analysis and Modelling

Assignment Case Study C – Feed Me Now Disclaimer: The situation described in the following case study is fictional, and bears no resemblance to any persons, businesses, or organisations, living or dead. Any such resemblance, if exists, is merely co-incidental in nature, and is not intentional. Feed Me Now is

Read More »

MAA703 – Accounting for Management

Trimester 2 2022 Assessment Task 2 Part B – Teamwork Reflection (Individual) DUE DATE AND TIME:                        Wednesday, 7 September 2022 by 8:00pm (AEST) PERCENTAGE OF FINAL GRADE:    10% WORD COUNT:                                   750 – 800 words Description Teamwork is one of the vital components of many workplaces and the ability to demonstrate

Read More »

Research project assessment proforma and marking schemes

BSc Biomedical Sciences with Health, Exercise and Nutrition (HEN6004) and BSc Biomedical Science (APS6022) Instructions for use All forms must be completed electronically and uploaded to the student submission point in  turnitin. Please note the literature review assessment will be completed in January whereas the assessment of the paper/poster and

Read More »

XERO and Spotlight reporting software Report Assignment

Case facts – Read me carefully please City Infrastructure Holdings Ltd (CIH) and Network Maintenance Services Ltd (NMS) City Infrastructure Holdings Ltd (CIH) acquired 100% of the 300,000 issued shares in Network Maintenance Services (NMS) on 1 July 2021.  The consideration provided to shareholders of NMS consisted of $1.20 in cash plus 1

Read More »

KIT103 Computational Science

School of Information and Communication Technology College of Sciences and Engineering Unit Outline KIT103 Computational Science Semester 2, 2022 Sandy Bay Campus, Hobart Newnham Campus, Launceston COVID-19 (Coronavirus Information) For information on how you can help keep us all safe, please review the Coronavirus updates page here: https://www.utas.edu.au/about/safety-security-and-wellbeing/coronavirus Sections that

Read More »

SEN725 Urban Stormwater Asset Design

Assessment Task -4 Final Report – Analysis of CoGG Stormwater Network Weight 50% This is an individual assessment task. Plagiarism and collusion is unacceptable practice at Deakin University. You must appropriately reference your work. Failure to do so will result in disciplinary action. For more information on plagiarism and collusion,

Read More »

PSY3PRP 2022 Assignment 2: Research Project Report

PSY3PRP 2022 Assignment 2: Research Project Report Guidelines and Marking Rubric Individual Research Report due Wednesday 19th October 11.59pm (50% of total grade) For this assignment—with support through structured tutorial work across much of the semester— you will produce an individually-written report on the broad topic of feeding difficulties in

Read More »

Increasing Demand for assignment help in Namibia

With the growing population, the demand for clean energy, advanced technology, new structures, and better healthcare is escalating day by day which makes engineering the most popular degree for the youth. As more people pursue engineering nowadays, it also makes it one of the most difficult and competitive degrees also.

Read More »

Online Assignment Help in Germany

How Could You Do Exam Preparation Effectively? Exam time is full of challenges and difficulties. You have to juggle exams even in high school, college, or higher education. It defines your knowledge of a specific subject and how well you know the curriculum. The exam also tests how much you

Read More »

Get Excellent Human Values Assignment Help Immediately

Get Excellent Human Values Assignment Help Immediately: Expert Solutions to all your Queries Instant Human Values Assignment Help Online Students can get Human Values assignment help online in a fast and simple way from the experts at Universal Assignment Help Service. Their team of over 172+ subject experts works every

Read More »

Get Top Modern History Assignment Help Online

Order Modern History Assignment Help immediately Students often need modern history assignment help for many reasons. Getting immediate online help for assignments helps students boost their academics in incredible ways. Sometimes, the pressure of studies is too much to take for students. This causes them to score poor grades and

Read More »

Get Instant Assignment Help in the United Arab Emirates

How Can Assignments Help Students? Whatever the definition of homework is, one thing is certain: it helps students thoroughly learn the concepts they have studied in class. The number of such assignments may cause stress or a burden. It means students and tutors are both correct in their type of

Read More »

Assignment Help in Mexico

How to Gain Awesome Grades in Your Chemistry Subject? Whether you are pursuing a technical degree or studying in the science stream, chemistry is always at the forefront. If you love to observe reactions, molecules, acids, condensation, evaporation, and dilution, chemistry will prove a resource for getting outstanding academic marks.

Read More »

Assignment Help in Kenya

How Could You Find the Best Biology Homework Website? Getting online homework help from an expert is neither embarrassing nor unauthentic. The vast majority of students around the world believe that doing online assignments and tutoring is beneficial. The Standard Graduate School of Education revealed that 56% of students suffer

Read More »

Assignment Help in Bangladesh

The Best 6 Hacks to Shortlist the Top Civil Engineering Assignment Tutor? Finding a homework expert for civil engineering assignments is a hectic task. As civil engineering has several fields, getting expertise is difficult for tutors. You may struggle to receive civil engineering assignment help in Bangladesh due to this

Read More »

Assignment Help in Pakistan

What Will Unethical Occur from Getting Homework? Homework looks like a mode of learning in most cases. But what happens to its quantity? Its quantity should be more than enough for students. Such circumstances may be detrimental to the health of the pupils. Sometimes, college faculties or teachers forget to

Read More »

Assignment Help in Malaysia

The Best 4 Skills You Should Learn For Making Your Career in 2022 As technological innovations leap forward daily, new skills are entering our market. Sticking to one skill set enables you to lose lucrative job opportunities. That is why it gives importance to having diverse skills, which should be

Read More »

MKT200 Marketing Principles: Infographic

Assessment 2 Information Subject Code: MKT200 Subject Name: Marketing Principles Assessment Title: Infographic Assessment Type: Individual infographic Length: Two pages Weighting: 30% Total Marks: 100 Submission: Online Due Date: Week 9 Your task Individually, you are required to create a two-page infographic outlining the communications process of two competitor brands.

Read More »

MMP-223, Property and Real Estate Law and Practice

MMP-223, Property and Real Estate Law and Practice, Trimester 2, 2022 Assignment 2, Client Report, Individual Assignment 25% of Unit Assessment (1,250 words*) Due Date: September 16, 2022, 8-pm AEST Assignment Brief: Clyde, being a real estate agent, loves property. With his share of the sale of the Sorrento property

Read More »

NUR1398 – Foundations of Nursing Practice Theory

Assessment: Care Plan Report Task overview Course NUR1398 – Foundations of Nursing Practice Theory Brief task description Written care plan addressing nursing care requirements for older patients with degenerative conditions. Rationale for assessment task Registered Nurses are required to think through the different aspects of patient care to arrive at

Read More »

MBA641 Project Strategy Framework

Assessment 1 Information Subject Code: MBA641 Subject Name: Strategic Project Management Assessment Title: Project Strategy Framework Assessment Type: Length: Individual video recording and supporting Infographic Video: 10-minute (no more) Supporting infographic: 1 page (no more) Weighting: 30% Total Marks: Submission: 100 Online Due Date: Week 4 Your task You are

Read More »

SEJ201 Structural Design Assessment

SEJ201 Structural Design Assessment Task 5 FINAL PROJECT REPORT Summary The Final Project Report is an individual task which builds on teamwork completed earlier in the trimester. This report shall clearly explain and justify the design solution proposed. In this report students you should identify project scope, inputs and constraints,

Read More »

42907 Design for Durability

Introduction Overall, explain what readers will find in the report, general information about the structure, location, climatic conditions, detail which specific parts of the structure will be designed according to which Australian standard. Which type of foundation, why? You can use figures in this section. Provide the scope of the

Read More »

Can't Find Your Assignment?

Open chat
Free Assistance
Universal Assignment
Hello 👋
How can we help you?