Data Mining

Task: 1 Project OverviewProduce a portfolio of studies that critically compare the performance of different machine learning methods applied to at least 3 (possibly related) large datasets. The over-arching focus of the project is to develop a portfolio of methods that can reveal insights into the performance and application limitations of machine learning methods in different contexts. The application of each method should be applied in order...

Questions: Question 11.Which of the following is the best example of a data mining application?    a.    An MIT professor proved a mathematic theorem that can help predict stock prices.    b.    The Internal Revenue Service used a software system, built based on the historical records, to identity fraudulent tax returns.    c.    Using Google, a retired mailman found his long lost high-...

Question Introduction This project you will be working on a loan dataset which is used to predict whether a customer will fail to pay a loan. You will apply at least 3 predictive models to the training dataset. Once you analyze the model, you will pick the best model and apply it to a test dataset. The predictive results of the test dataset will be used in a competition among students to determine who has the best model. Financial institutes...

Question: This Assignment assesses the following module Learning Outcomes (from Definitive Module Document): Successful students will typically: be able to appreciate the strengths and limitations of various data mining models; be able to critically evaluate, articulate and utilise a range of techniques for designing data mining systems; be able to critically evaluate different algorithms and models of data mining. Assignment Brief: ...

Task Manitoba Economy Your assignment is to choose a specific industry from the list below and prepare a report on that industry in Manitoba. Meat Product Manufacturing [NAIC 3116] Educational Services: Universities [NAICS 6113] Food Services and Drinking Places [NAICS 722] Your report should (if appropriate): 1) Describe the economic activity that characterizes the industry selected. What goods or services does the industry produce...

Question This ECA requires you to analyze a clothing E-Commerce dataset that includes customer reviews. The data is available from the Kaggle website: https://www.kaggle.com/nicapotato/womens-ecommerce-clothing-reviews The dataset has been anonymized and the references to the company in the review text and title were replaced with a generic term “retailer”. You are required to download the dataset (Womens Clothing E-Commerce Review...

Tasks: Introductions There has been a revenue decline for a bank and they would like to know what actions to take. After investigation, they found out that the root cause is that their clients are not depositing as frequently as before. Term deposits allow banks to hold onto a deposit for a specific amount of time so they can invest in higher gain financial products to make a profit. In addition, banks also hold better chance to persuade term...

Data Analytics/Fundamentals of Data Analytics Student Name: Date: 1stApril 2021 1. BACKGROUND The purpose of this assignment is to implement the data distance techniques and the Association Rules Mining using the Apriori and FP-Growth algorithms for the frequent item sets. 2. QUESTIONS Question 1: (20points) Given two objects represented by two tuples: Tuple 1is your date of birth in the format (first digit Year, last digit Year, MM, DD). For exa...

Course Code   :  ECS2603

Referencing Styles  :  Not Selected

4/5 

Questions: A. Which one of the following sources will provide you with an extensive summary of recent economic developments?   1.SARB Quarterly Bulletin   2.Quarterly Labour Force Survey   3.Budget Review   4.SABC television news   B.In July 2019 the South African Reserve Bank decreased the repo rate from 6,75% to 6,5%. This is a decrease of …  1.25%.  2.25 basis points.&n...

Task Using wrong information can lead to making the wrong decision. Making the wrong decision can cost time, money, and even reputations. Business decisions are only as good as the information used to make the decision. Low quality information leads to low quality business decisions. High quality information can significantly improve the chances of making a good business decision and directly affect an organization's bottom line. A data visual...

Task: As part of the formal assessment for the programme you are required to submit a Data Handling and Decision Making essay. Please refer to your Student Handbook for full details of the programme assessment scheme and general information on preparing and submitting assignments. Learning Outcomes (LO): After completing the module, you should be able to: Analyse methods of auditin...

Question 1This ECA requires you to analyze a clothing E-Commerce dataset that includes customer reviews. The data is available from the Kaggle website: https://www.kaggle.com/nicapotato/womens-ecommerce-clothing-reviewsThe dataset has been anonymized and the references to the company in the review text and title were replaced with a generic term “retailer”. You are required to download the dataset (Womens Clothing E-Commerce Reviews.c...

Course Code   :  LIBS1135

Referencing Styles  :  APA

4/5 

DescriptionIn this discussion, you will evaluate some of the impacts of diamond mining in northern Canada from the perspective of someone who lives there. This week you will hear about the Canadian diamond industry from the perspective of Tracey Williams, a trustee for the Canadian National Parks and Wilderness Society, who has been living near diamond mines in the Northwest Territories (NWT) since 1999. She challenges the claim that Canadian dia...

Task: We have compiled some excellent articles, white papers, and videos to support learning and exploration. Remember, these are only suggestions to help build upon what you learn. You should not feel restricted in reading what we recommend! If you'd like, prepare your own list in line with what you have learned this week.White papers*:Information Warfare in 2021—Are You Protected from Cyber Attacks? (Links to an external site.)Revolution in ...

Course Code   :  ST2195

Referencing Styles  :  Harvard

4/5 

Answer:- The design of the infrastructure An overview of the business People in the society have become increasingly aware of the advantages of stock exchange. This knowledge has led to the rise in the degree of public involvement of stock business, causing the rise in stock return, volume of sales, increased threats, and risk with reported incidents of losses in monetary value, time and information among other resources, and the environment...

Course Code   :  FINA1095

Referencing Styles  :  Harvard

4/5 

Question 1 Guangming Plc is an emerging plant nutrient provider with phosphate mining projects based in the UK. The company aims to be a standard for green mining of fertiliser feed minerals and a world class plant nutrient producer and supplier across the UK. Corporate Social Responsibility (CSR) is at the core of this project. Guangming is particularly interested in changing the name of mining to exemplify responsible mining and processing. R...

Course Code   :  CC7182

Referencing Styles  :  Harvard

4/5 

Question: Data Sets Descriptions The data used for the coursework is marketing campaign dataset based on a case of a retailer company. The primary objective of your work is to prepare data for further data mining and analysis. The detailed data description of those data files is given below:   Marketing campaign data.csv The data set contains 1500 customer records. Each record consists of 19 variables, which includes socio-demograph...

Course Code   :  ECON 453

Referencing Styles  :  APA

4/5 

Description In this assignment you will use the World Development Indicators (WDI) database from the World Bank to compute the comparative advantage of two countries in the major sectors of gross domestic product (GDP): agriculture, industry (which includes manufacturing, mining, construction, electricity, and gas), and services. Go to the WDI website at http://wdi.worldbank.org/tables and use the sections on “People” and on the...

Question: Learning Outcomes • Explain how to evaluate information produced from technology.• Summarize case studies related to information produced from technology.• Analyze ethical issues related to information produced from technology. Purpose A case study is used to help you participate in real-life analysis and communication. A case study is a learning tool that provides you with the nature and scope of the problem and prepares yo...

The aim of this assignment is to assess your ability to gather testable data, to analyse this data using structured methodology, draw conclusions on the root cause(s) that created this incident, and to detail recommendations on how to prevent such an incident from happening again. Pike River Mine disaster, New Zealand, November 2010 In November 2010, gas explosions in a coal mine in New Zealand led to the loss of 29 men, whose bodies were never r...

Question : Deep Packet Inspection of Security Protocols developed in JAVA. 1. What problem are you trying to solve? Java is a safe, rapid, and high-class programming language for reducing implementation dependencies. From the aspect of computer networking, packets refer to small quantities of data that are sent over the Transmission Control Protocol/Internet Protocol (TCP/IP) network. As mentioned by Sisto et al. (2018), Java security i...

Course Code   :  Acc300

Referencing Styles  :  Harvard

4/5 

Questions: It is expected that investors and other financial statement users will ultimately demand some assurance from an auditor or external party on a firm’s use of XBRL Discuss that statement showing the XBRL possible assurance objectives. IT projects require large amounts of capital and selecting one project often means foregoing others. Furthermore, IT projects often involve changes in business processes that will affect substanti...

Task Assignment Brief   As part of the formal assessment for the programme you are required to submit a Management Information Systems report. Please refer to your Student Handbook for full details of the programme assessment scheme and general information on  preparing and submitting assignments.   Learning Outcomes: Demonstrate an understanding of information needs within different functional areas of organisations. Iden...

Questions: 1.Write a Literary Analysis Of a Short Story With An Argument And Support Of Your Own. 2.Use Correct Essay Structure As Outlined In The Course Documents. 3.Use Correct Academic Diction As Indicated In The Course Documents. Answers: Introduction The paper intends to find out how Stephen Leacock has used a specific setting to enhance the essence of his short story namely, “The Speculation of Jefferson Thorpe” tha...

Course Code   :  MGMT710

Referencing Styles  :  Not Selected

4/5 

Assignment Part1: Financial Tools and Functions Midwest Copper Linda Rubin is a project analyst at Midwest Copper, a mining company in northern Minnesota. The company is considering investing in a copper mine near Spirit River. Linda wants you to help develop a financial workbook that analyzes the cost of opening the mine, running it for 25 years, and then cleaning up the mine site after its useful life is over. Complete the following. 1. Go t...