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MBA FPX 5008 Assessment 4 Presenting Data Analysis Results Effectively

Leave a Comment / Capella University, MBA FPX Assessments, MBA-FPX5008 / James Alstott

MBA FPX 5008 Assessment 4 Presenting Data Analysis Results Effectively Student Name Capella University MBA FPX 5008 Professor Name Submission Date Presenting Data Analysis Results Effectively Slide 1: Hello, I’m ________, and today I’m going to be analyzing the performance of NVIDIA Corporation’s stock over the last decade, and I’m going to be using a full data-driven approach to detailing the performance and strategic business implications of the stock. Slide 2: Reporting back the results of data analysis well will assist in making business decisions to various audiences and demystify the complexity of the data. To display NVIDIA’s stock price data, which contains more than 2,500 observations, over a decade and clearly illustrate the stock price’s exponential growth, it is essential to have clear visuals that communicate this data effectively. When sharing data with non-technical stakeholders, well-designed, visually appealing graphics can show trends in data that would otherwise not be clear if relying on raw statistics alone, according to Hull (2022). A visualization of the descriptive statistics of NVIDIA’s mean closing price for this period ($39.67) and its standard deviation ($54.94) will help make those descriptive statistics into actionable strategic insights. By translating these numbers into clear visual narratives, stakeholders can more readily grasp both the growth potential and the volatility associated with NVIDIA’s stock. Company Context Slide 3: A firm’s cost of capital is very dependent on the context under which the firm was created—a fact that can have a significant impact on a wide strategic evaluation from which stock performance can be evaluated in comparison with its similar competitors. Established in 1993, NVIDIA, a leading global innovator in artificial intelligence (AI) system architecture and infrastructure, has evolved from the video game graphics chip industry into a company with a global footprint. NVIDIA was founded in 1993 and has become the world’s global leader in the development of artificial intelligence system architecture and infrastructure (NVIDIA, 2026). As of FY24, NVIDIA’s market share of the total global AI graphics processing unit (GPU) circuit microprocessor (MPU) market is estimated to be ~86-92%, and it is estimated to generate ~$60.9 billion in revenues (Vendrell-Herrero et al., 2025). A deep dive into NVIDIA stock performance data, compared against its historical performance, can help analysts and decision-makers gain a better understanding of the company’s stock performance. The business strategy, in which a company operates, can offer useful ideas on what factors are affecting its business performance and how it stands in the business world. With the strategic transformation of its business and step into the world of Artificial Intelligence infrastructure, cloud computing, and data centre technology, NVIDIA is in a far better competitive position compared to AMD, which accounts for only 8% – 10% of the market for GPUs (Nasdaq, 2026). The boom of demand for AI hardware after 2023 had instant and direct consequences on the share price of NVIDIA, climbing from below 40$ to a maximum value of 207.04$ and bringing an unprecedented level of trust in investing in NVIDIA (Vendrell-Herrero et al, 2025). Putting these changes in the context of the semiconductor industry helps all stakeholders fully understand the implications these changes have on their businesses, given the data analysis provided. Graphical Interpretations Slide 4: Comparative Table (NVIDIA vs. AMD vs. Intel) Table 1 Comparative Table (NVIDIA vs. AMD vs. Intel) Variable NVIDIA AMD Intel AI/Data-Center Market Share 86–92% (AI GPU) 8–10% (GPU/AI) ~70% (CPU) Total Revenue (2024) $60.9 billion (FY2024) $25.8 billion $54.2 billion Employees ~29,600 ~26,000 ~124,800 Total Assets ~$65 billion ~$67 billion ~$191 billion Sources: Vendrell-Herrero et al. (2025); Nasdaq (2025, 2026); NVIDIA (2026) Comparative data from various organizational parameters is analyzed on this benchmark performance, and stakeholders can be provided an unbiased platform over which they can evaluate the competency of their organization in comparison with other organizations. As of the end of February 2024, for instance, NVIDIA commands ~86-92% of the global AI GPU market and generates $60.9 billion of revenues during FY2024 as compared to AMD with $25.8 billion of revenues and Intel with $54.2 billion (Vendrell-Herrero et al., 2025). Nevertheless, even though Intel has an employee base nearly 5x larger than NVIDIA’s (124,800 vs. 25,000) as well as total assets of approximately $191 billion (also more than 5x NVIDIA), Intel’s growth rate in this rapidly growing and evolving technology area has been slower than AMD and NVIDIA (Nasdaq, 2025). Finally, the comparative analysis using more than a single variable provides the corporate leadership with an empirical basis to make decisions on investment, partnerships, and a comparison with the competition. Slide 5: Competitor and Industry Graph (NVIDIA vs. AMD vs. Intel Stock Price 2016–2026) Figure 2 Competitor and Industry Graph (NVIDIA vs. AMD vs. Intel Stock Price 2016–2026) It’s important to see how a company’s stock has fared relative to its counterparts over a period of time, as this will give you an idea of the speed of the market and if consumers trust the market in general. Specifically, at its highest valuation in 2023, NVIDIA’s stock price was as high as $207.04 compared to Intel, which was in a considerably lower range and was fairly stable (Nasdaq). Meanwhile, although AMD’s stock price rose, it wasn’t by much, proving that the demand for AI had a significant impact on just NVIDIA’s market value in comparison to its semiconductor rivals (AlShekh et al.). These competitor performance graphics will allow organizations to evaluate their relative performance in the industry to see where strategic opportunities lie, as well as accurately understand their own competitive advantage. Slide 6: Descriptive Statistics – Closing Price Distribution Table 1 Descriptive Statistics – Closing Price Distribution Close/Last Mean 39.66617276 Standard Error 1.095485345 Median 13.465 Mode 177.82 Standard Deviation 54.93834431 Sample Variance 3018.221675 Kurtosis 1.103967289 Skewness 1.578617793 Range 206.2365 Minimum 0.8035 Maximum 207.04 Sum 99760.4245 Count 2515 Descriptive Statistics will help you to recognize movement in stocks both numerically and visually (graphically), which will enable you to make a data-based decision in business. The total population means share closing price ($39.67) is then […]

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MBA FPX 5008 Assessment 3 Presenting Data Analysis Results Effectively

Leave a Comment / Capella University, MBA FPX Assessments, MBA-FPX5008 / James Alstott

MBA FPX 5008 Assessment 3 Presenting Data Analysis Results Effectively Student name Capella University MBA-FPX5008 Applied Business Analytics Professor Name Submission Date Presenting Data Analysis Results Effectively Slide 1: Good morning, my name is _______, and I am here to provide you with an in-depth look at The Coca-Cola Company’s stock for the past decade. Slide 2: Effective communication of results of analysis is required to communicate results of data analysis successfully; providing multiple audiences with clear insights to be acted upon from complex findings will require a variety of methods of communicating through the use of visual tools (charts, graphs, and tables) that help clearly show patterns and/or these trends. When presenting analytical results, the presentation of data (both descriptive and narrative) increases the effectiveness of communicating the impact that decisions made will have on others. The effective sharing of results from analyses greatly increases both the value added from and the impact of any business analysis. Company Context Slide 3: When you get insight into a company’s history, you should have background information on the financial results that they have delivered, and how well they have done as a company in the market. Grouped together in 1892, in Atlanta, Georgia, The Coca-Cola Company is one of the world’s leading beverage companies (The Coca-Cola Company, 2025). The Coca-Cola Company has more than 200 different products, including Coke, Sprite, and Dasani, and sells products in more than 200 countries (Hong & Luo, 2024). By having a background knowledge of the company, analysts will be able to make successful recommendations on whether to invest in the company or not. The stock performance data are influenced by the nature of the business environment, which is competitive. As well, Coca-Cola faces competition from the other two giant non-alcoholic beverages companies, PepsiCo and Keurig Dr. Pepper, in the global market (Huse et al., 2022), and the sales of PepsiCo surpass those of Coca-Cola; it still manages to stay the top player in the market thanks to the specialization of its brands and efficiency (Hong & Luo, 2024). So it’s crucial to consider what the competition is like when making appropriate inferences on the stock performance analysis. Graphical Interpretations Slide 4: High Stock Price Trend Figure 1 High Stock Price Trend Having the stock price change over a large time frame gives an idea of the extent to which the firm’s stock still enjoys the trust of the market and how the firm has performed financially. The share price of Coca-Cola has been steadily rising for the past decade (2016-2026), with its highest price ever recorded at Nasdaq, 2026a. There is still an upward trend in the number of the highest daily stock prices in the 60-day moving average, which shows that there is still strong positive momentum despite the fact that the fluctuation caused by the ups and downs of the short-term market does not seem to be significant (Song et al., 2023). Like the other day’s best stocks, Coca-Cola has demonstrated that its best daily trades share a common characteristic: they’re strong stocks, suggesting that they are popular with investors and have strong growth prospects. This consistent upward trajectory reflects sustained investor confidence and reinforces Coca-Cola’s position as a resilient long-term investment. Slide 5: Competitor & Industry Stock Graph (KO vs PEP vs KDP) Figure 2 Competitor & Industry Stock Graph (KO vs PEP vs KDP) Analyzing the different companies’ relative stock price trends over time in a graphical format will show the different behaviours of the relative stock price trend of the different companies and how it relates to the individual company’s stock price. As PepsiCo has traditionally enjoyed high prices with minimal fluctuations over the past decade, it has multiple income streams (Liu, 2023). In the case of Coca-Cola’s business, it has shown a trend of steady revenue/income growth in its operation, which may be attributed to its strong customer loyalty and the operation of the business being efficient (Hong & Luo, 2023). A comparison of the companies’ stock prices at an industry level will give the investors the time to analyze which of the companies have provided them with steady value over time. Slide 6: Competitor Comparison Table (KO vs PEP vs KDP) Table 1 Competitor Comparison Table (KO vs PEP vs KDP) Metric Coca-Cola PepsiCo Keurig Dr Pepper Industry Nonalcoholic Beverages Food & Beverages Nonalcoholic Beverages Estimated Global Beverage Market Share 43% 25% 7% Total Sales (2025) $47 Billion $92 Billion $15 Billion Number of Employees 79,000 318,000 29,000 Total Assets (2025) $106 Billion $103 Billion $53 Billion Primary Business Model Beverage Manufacturing & Distribution Food and Beverage Manufacturing Beverage Manufacturing & Distribution You’ll get an idea of the market positioning of your Company relative to the competition, as well as their financial strength, by analyzing competitors. In the global beverage market, about 43% of beverage sales were generated via Coca-Cola products, while Keurig Dr Pepper (trading on Nasdaq, 2026b) generated sales of just about 7%. For the total global sales, for the full line of beverages and food, PepsiCo accounted for US$ 92 billion in total sales for FY2025, while Coca-Cola’s total revenue for all beverages and Food for the same period (trading on Nasdaq, 2025) came to about US$ 47 billion. The competitor comparative analysis is delivered through tables, allowing the shareholders of each Company to perform a relative analysis of each Company based on the different variable types through a relative strength/weakness analysis. Slide 7: Descriptive Statistics: Daily Closing Prices Table 2 Descriptive Statistics: Daily Closing Prices Statistic Value Mean 58.73 Median 58.11 Mode 43.12 Standard Deviation 8.64 Variance 74.65 Range 35.72 Minimum 38.45 Maximum 74.17 Count 2,500+ The past ten years have seen relatively stable performance of Coca-Cola’s stock. The day’s average price of the Coca-Cola stock was $58.73, and the middle price value in the price series (median) was $58.11 (Nasdaq, 2026a). From the last decade of yearly observations, Coca-Cola’s stock has exhibited outstanding consistency in its yearly performance, which has a low level […]

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MBA FPX 5008 Assessment 2 Using Analytical Techniques to Add Meaning to Data

Leave a Comment / Capella University, MBA FPX Assessments, MBA-FPX5008 / James Alstott

MBA FPX 5008 Assessment 2 Using Analytical Techniques to Add Meaning to Data Student name Capella University MBA-FPX5008 Applied Business Analytics Professor Name Submission date Using Analytical Techniques to Add Meaning to Data Business analytics are the processes that are involved in converting historical data into information for decision-making. In the securities market, it has come to a point where the decisions of the investments are made through various analytical methods like visual representation, descriptive statistics, and comparing the performance of the company. Historical stock performance analysis can be used to gain insights into many facets of the company’s financial condition and how it performs over time, including its sustainability, competitiveness, and growth capacity (He & Yang, 2024). The historical analysis helps in determining the effects of the environment and competition on the business’s performance. This report aims to try to assess the performance of the Coca-Cola Company’s stock over the past 10 years fully. It will be carried out to evaluate the trend, stability, and sustainability of the business performance of the beverage industry. For the stock performance analysis, the daily stock information will be analyzed for 10 years (2016-2026). It will provide analyses of various parameters like opening price, day’s high price, day’s low price, closing price, and total number of shares traded. The report also analyzes the performance of the company’s stocks as compared to its competitors, PepsiCo and Keurig Dr Pepper, so as to analyze its competitive strength in the non-alcoholic beverages industry. The results should assist in informing investment and partnership decision-making processes, which will be supported by business and financial analytics. Company Background Incorporated in 1892 in the City of Atlanta, Georgia, Coca-Cola is one of the world’s top beverage companies. The principal products produced by Coca-Cola include carbonated beverages, bottled water, sports beverages, juice beverages, tea/coffee beverages, and energy beverages. The Coca-Cola Company’s purpose is to inspire moments of optimism and happiness through its products and programs in the world. Some of their activities consist of ensuring that their products are high quality and, at the same time, benefit the environment along with the surrounding communities. Carter’s vision for the company is to “create a more sustainable future for everyone” by bringing to life their beloved brands and drinks. The company’s values are leadership, integrity, accountability, diversity, and sustainability; all of which have played a key role in boosting its credentials globally. Firm Coca-Cola is an example of a platform that is only present in one industry. There are a variety of businesses that are in multiple industries. But, Coca-Cola has its businesses and strategies limited to one specific industry – beverages. By targeting a single industry, it is appropriate for competitor and financial analysis because all the revenue streams and business strategies are based on one industry. It offers over 200 drinks, such as Coke, Sprite, Fanta, Dasani, Minute Maid, and PowerAde, in the entire world. The company’s large bottling and distribution network enables it to have a presence in over 200 countries around the world. The Company’s strength lies in its geographical footprint as it earns revenues from both the developed and developing countries. While North America remains the biggest geographic contributor to Coca-Cola’s revenues, other geographic markets are responsible for sales growth and Coca-Cola’s brand awareness. By diversifying its geographic spread, Coca-Cola Company will reduce risks in any one geographic market as well as benefit from the growth of the world’s packaged beverage market. The company’s marketing expertise and efficient global distribution network also enable it to have the upper hand in the market (Hong & Luo, 2024). As far as the global beverages sector is concerned, there are two direct competitors of Coca-Cola’s – PepsiCo and Keurig Dr Pepper. However, Coca-Cola Company is likely to have the overwhelming market advantage owing to its various product lines, presence in the world, dedicated clientele, and efficiency of its operations. Having Coca-Cola as the top dog in the drinks industry guarantees that the company will have a good financial year. Current Relevance and Recent Positive Developments Coca-Cola Company has been one of the most interesting companies just about every news media outlet has been discussing over the past year, as it’s achieved outstanding financial performance, been able to expand successfully in all parts of the world, and with regard to the company’s innovation policies. Firstly, in the current economic climate, revenues are increasing and operating profit is also at an all-time high, even in a period of inflationary challenges and economic instabilities in all consumer industries worldwide (Nasdaq, 2025a). The reasons for achieving increased profits can be attributed to how well the firm has been able to satisfy the needs of consumers, as it applied a correct pricing policy and cost control measures. Therefore, it has boosted investors’ confidence in the business of the Company. Innovation has been the key factor in the company’s business over the past 12 months, with the launch of a zero-sugar drink amongst the innovations. In fact, the behaviour of consumers in utilizing the products has recently undergone a change, and they have started consuming the healthier products. Hence, the company needs to come up with new concoctions that appeal to consumers’ tastes. Therefore, many other flavoured sparkling beverages (Coca-Cola, 2024) and even Coke Zero Sugar have been created. The launch of these products proves the company’s quality of innovative thinking without compromising its global brand image. Plus, there’s another thing that has to do with the growth and development of the Coca-Cola Company in the areas of digital advertising, mobile marketing, and consumer engagement. Further, there have been a number of sustainability initiatives by the company, which relate to water resource conservation, reduction in carbon footprint, and recycling. These strategies are supposed to enable the company to be environmentally friendly. The above-mentioned factors have helped the company to follow the above-mentioned path and have been able to concentrate on the growth of the company’s market share, operational efficiency, and also provide more value to the […]

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MBA FPX 5008 Assessment 1 Interpreting Graphical Representations of Data in Articles

Leave a Comment / Capella University, MBA FPX Assessments, MBA-FPX5008 / James Alstott

MBA FPX 5008 Assessment 1 Interpreting Graphical Representations of Data in Articles Student Name Capella University MBA FPX 5008 Professor Name Submission Date Interpreting Graphical Representations of Data in Articles Slide 1 Good morning everyone, I’m ______, and I will be sharing some insights on the global smartphone market trends based on the data obtained from industry reports from Q3 2025. Slide 2 The graphical representations convert difficult-to-understand data sets into easy-to-understand graphical forms, where they can be quickly understood and analyzed. Business professionals need to take a critical look at charts and graphs to discuss trends, patterns, and relationships in the data as it pertains to the organization. A good interpretation entails knowledge about the variables measured, what can be considered limitations, and what can be interpreted in the light of other business contexts (Calder et al., 2021). Visual data analysis finally helps to make informed decisions by making quantitative data comprehensible, meaningful, and strategy supportive. Organization Background Slide 3 A good understanding of the organizational context is necessary to be able to effectively comprehend the data of the business and make strategic decisions. Consider the personal computing industry, which has been revolutionized by innovative product design: Since 1976, Steve Jobs and Steve Wozniak—founders of Apple Inc.—have been instrumental in reshaping the industry through their design of innovative products, like the iPod and iPad (Britannica, 2025). It truly was a growth that was unprecedented, since by October 2025, the company, according to Britannica (2025), was worth over 4 trillion. The Apple business model emphasizes high prices, a hardware-software combination, and strong brand loyalty in the international markets (TechInsights, 2025). The detailed background analysis of the company provides the base for putting the conclusions, based on the data and the performance indications, in perspective. Slide 4 Relevance and Importance of the Information In the contemporary business world, evidence-based decision-making has become the focus in all industries towards gaining a competitive advantage. This is reflected in the amount of smartphone shipments, which have reached 320.1 million in Q3 2025 (Omdia, 2025). Use of market intelligence would enable the vendors to understand market opportunities in the region, particularly in emerging markets like India and Africa (Omdia, 2025). Businesses that rely on a great deal of data analysis are able to strategically meet the changes in the market and changes in demand. The information is also very important in documenting responsive approaches to suit the varying demands, market, and prospects. Strategic Business Planning is a kind of service that requires good data to be predictive, utilizing resources, and to be competitive in the organization. Smartphone market growth is expected to grow by 1 per cent in 2025 due to growth in the premium segment (IDC, 2025). The industry knowledge of the growth trends can help manufacturers identify models (which are profitable) and secure channel funding to optimize them in the market (Omdia, 2025). Consumer behavior and technology/ performance per region information are used to make a good allocation of resources and for product development. Today, it’s the organizations that are equipped with powerful data-analysis tools that are in a unique position in the ever-bustling and competitive marketplace. Slide 5 Source of Data and Limitations It is important to understand the source(s) of data to assess and validate the research findings in the context of the business. Omdia’s market research data from the analysis and the forecast of the technology industry is one of the main sources (Omdia, 2025). Omdia collected smartphone shipment data from across the globe with smartphone vendors in Q3 2025 and counted the number of smartphones shipped, which totaled 320.1 million units. More data on IDC can be used to get more insights into the market, and also includes forecasts for an increased demand for GenAI mobile phones and regional demand (IDC, 2025). Good sources of data promote the validity of Business studies and good evidence based decisions making procedures. While there are some strengths in the data collection technique, the proper methodology is not used; they affect the extent to which the market research results are accurate. The analysis focuses more on the Q3 ’25 performance, as it may have missed out on longer-term trends and seasonal performance. In the industry, supply constraints at the component level and higher costs were a challenge and could potentially impact the accuracy of the shipments as well as the cost forecasting later (Omdia, 2025). Data at the regional level may aggregate the market, and local market heterogeneity may not show up in local markets, particularly in the cases of heterogeneous emerging markets like India and Africa. This acknowledgment of the data limitations will certainly help to make the interpretations more realistic and prevent over-optimism in predictive strategic planning models. Impact of Data in Business Context Slide 6 The essence of data analytics is actionable information that feeds into the process of decision-making and ultimately to allocating resources, positioning, and competing. Based on market data, Apple took a very aggressive approach in China, where they wirelessly priced their products in a manner that provided a balance between performance with older models of the iPhone that had been under a discount vs. price. Galaxy A’s growing up in emerging markets provides Samsung with an answer to the competition by adding more specs (TechInsights, 2025). The shipment data in the region was utilized by vendors like Transsion, which fine-tuned its inventory to grow its market presence in the region by 25 per cent every year, based on the Omdia data (2025). Evidence-based decision-making is a catalyst for organizations to be flexible when responding to the market and also enhances the competitiveness of the organization’s strategy. Manufacturers who need to know about market intelligence to make their decisions know it immediately or in real time, as far as their business is concerned, for various reasons, including product launch priority, pricing decisions, and expansion priorities based on regions. The companies identified low and high-end segments (under and above $100 and $700, respectively) as the key […]

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