July 2020 MITS6005 Big Data Case Study Copyright © 2020 VIT, All Rights Reserved. 2 MITS6005 Case Study Case Study Weightage: 10% Submission deadline: Session 5 The purpose of assessment is to assess...

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July 2020 MITS6005 Big Data Case Study Copyright © 2020 VIT, All Rights Reserved. 2 MITS6005 Case Study Case Study Weightage: 10% Submission deadline: Session 5 The purpose of assessment is to assess students on the following Learning Outcomes: LO1: Analyse the growth of big data and need for a scalable processing framework. Synthesize the fundamental characteristics, storage, analysis techniques and the relevant distributions. LO2: Expertly apply techniques to perform big data query manipulation, evaluate various data storage option and type of aggregated data modelling. Through a critical study, choose an appropriate storage model based on the application requirements for processing large amounts of structured and unstructured data. Objective In this assessment you will have to research a small case study and you will need to apply your knowledge to identify the main issues, prioritise, provide insights and to discuss alternatives. You must write a Case Study Report about your company discussing the strategic plan of an organization. To present a case study based on the selected organization’s current analytics strategy and your recommended strategy. Identify a key business initiative for your organization, something the business is trying to accomplish over the next 9 to 12 months. It might be something like improve customer retention, optimize customer acquisition, reduce customer churn, optimize predictive maintenance, reduce revenue theft, and so on. Brainstorm and write down what (1) customer, (2) product, and (3) operational insights your organization would like to uncover in order to support the targeted business initiative. Start by capturing the different types of descriptive, predictive, and prescriptive questions you'd like to answer about the targeted business initiative. Tip: Don't worry about whether or not you have the data sources you need to derive the insights you want (yet). Copyright © 2020 VIT, All Rights Reserved. 3 MITS6005 Case Study Write down data sources that might be useful in uncovering those key insights. Look both internally and externally for interesting data sources that might be useful. Tip: Think outside the box and imagine that you could access any data source in the world. Be analytical within your report and examine key terms and theoretical relationships in depth. General Instructions 1. Your writing should be clear and concise and be in your own words. 2. The Case Study report should be written in appropriate business language so that your analysis and discussion have an objective tone. 3. Use headings to guide the reader and include tables or diagrams that make the case clearer. 4. The Case Study report must be in the range of 1,500-2,500 words in length excluding references. 5. The referencing style must follow the IEEE referencing style. Submission Guidelines 1. Follow the links in Moodle to upload your report on or before the deadline. The report must be submitted on the LMS in the respective link i.e. MITS6005 Case Study- (Melbourne/Sydney) 2. A document that consists of introduction to the problem that you are working on with strategic plan and the resources that might help in the analysis should be mentioned. 3. Late penalty applies on late submission, 10% per day would be deducted. 4. Incidence of plagiarism will be penalized. Marking Guide: 50 Marks (scale to 10%) 1. Structure of the written report: Background information is relevant, issues are logically ordered, recommendations clearly relate to the issues. 2. Identify main issues: Prioritize choices, justify and prioritize issues chosen. 3. Analyze the issues: Each issue is discussed using relevant concepts and principles, insight Copyright © 2020 VIT, All Rights Reserved. 4 MITS6005 Case Study is shown in analyzing the information. 4. Discuss alternatives: Consider all viable short-term and long-term alternatives to potentially solve each issue, examine the advantages and disadvantages of each alternative. 5. Explain resources: Identify individuals from the case study, enumerate the time frame and monitoring processes required for the recommendations to be put into practice. 6. Write clearly and concisely: Arguments are explicit and succinct, appropriate headings are used, grammar and spelling are accurate. Rubrics for MITS6005 Case Study Task Description Marks Report Structure Relevant background information clearing relating the issue 10 Identify issue Proper identification of the issue related to the organization. The proposed issue is discussed with relevant concepts and principles. 10 Analysis Proper insight analysis is shown using appropriate charts/graphs found in the research. 10 Justify recommendation Each individual resource specified in the case study has properly justified the given analysis. 15 Conclusion Clear and explicit arguments with appropriate conclusion of the report 5
Answered Same DaySep 03, 2021

Answer To: July 2020 MITS6005 Big Data Case Study Copyright © 2020 VIT, All Rights Reserved. 2 MITS6005 Case...

Hartirath answered on Sep 04 2021
148 Votes
Running Head: Strategy Analysis
Strategy Analysis
TOPIC: STRATEGY ANALYSIS
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Contents
Introduction    3
Company’s profitability be assured without compromising customer retention    3
Various issues faced by Marks & Spencer    4
Strategies M&S uses to encourage customer retention    5
Product quality    7
Service quality    7
Conclusion    8
References    9
Introduction
Marks & Spencer Corp. is a large global ret
ailer headquartered in London. It specializes in selling the quality food, householdclothing as well as products. In 2007, Marks and Spencer as the main apparel retailer in the UK with a market share of 11.2%. The company’s food sales also accounted for 49.8% of British business and its market share was 4.3%. The company has numerous clothing, food and convenience stores around the world and has grown worldwide. The company’s strategic management provides overall guidance for the company. "The strategy is the scale and long-term direction of the organization; by managing the company's resources in a challenging environment, meeting market needs and shareholders' expectations, it can bring significant benefits to the organization."
Identifying main issues
The strategic development of a company can be due to various factors, such as economic, political, technological and social issues. In the political sphere, M&S has taken advantage of a higher cost structure and reduced market share[13]. From an economic point of view, the company focuses on importing products from abroad in order to save costs and thus help to realize its “higher quality” through cost-saving programs. As consumers shift their demand to more fashionable and cost-effective products, the competitive position of M&S is declining. From a technical point of view, the media play an important role in bringing new fashion to consumers[14].
Company’s profitability be assured without compromising customer retention
The success of a company depends not only on the quality of the product but also on the structure of the business. There are many factors that affect a company’s profitability, such as the threat of substitutions, the threat of new entrants, the power of supplier or buyer agreements, the level of competition, and so on[9]. To assess the overall strategic position of each company and its environment, SWOT analysis is critical. They helped analyze key strategies incorporated into commercial as well as marketing goals.
Various issues faced by Marks & Spencer
Fashion faux pas:One third of the country's women still buy the products. But in such a fierce competition, this chain store tries to protect the charm of every woman’s clothing. At the same time, women of all ages want to be stylish and M&S is trying to match their desires. However, the lack of compatibility and competence of multiple brands under the group (e.g., limited edition) has created some problems[4].
Poor stores:M&S has big stores, so navigation is difficult. Although the efforts have been made to set up coffee workshops in some shops, more and more work is needed to create more attractive locations.
Peak stuff:According to the analysis of global data, sales of footwear and clothing in 2017 decreased by 0.9% and is probable to decline further. But compared to Zara and H&M, still have more options and choice for female[8].
Wired world:Given the rapid growth of the Internet, M&S is facing more competition, which makes it easier to buy and sell people and compare prices around the world. Today, people are turning to online shopping to benefit small brands.Although the company faces many challenges. The most essential issue for M&S is to increase customer retaining.
Customer insights of the company:M&S uses a lot of data. So, they have a lot of information about the activities of their stores as well as departments of these stores. Furthermore, companies can achieve a good level of customers based on operations, behavior, and relationship information[12]. The key to analysis by insiders is not access to large amounts of data, but how they provide resources to generate practical insights.The focus is on understanding the overall customer experience. It is necessary to find the client’s feelings, thoughts and behaviors and a clear understanding of how you want them to feel, your thoughts and behaviors. Therefore, it can change behavior and communicate between clients accordingly.
Product insights of the company:M&S also focuses on “fitting” clothing. Means that high-quality of clothing is...
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