this is a final project for management information systems and business analyticsOption #1: Cloud-Based Big Data Analytics Architecture—PaperYou are a consultant retained by a healthcare organization to develop a proposed architecture for a cloud-based big-data analytics environment. The proposed architecture is conceptual; therefore, you are not required to include specific hardware components such as servers, storage, networks, and workstations/laptops. Your proposed architecture should include the following elements:the proposed cloud deployment modelthe proposed cloud service modelthe proposed technologies for ensuring information security, patient privacy, and ethical use of datathe proposed big-data analytics technologies to encompass:data preprocessing and integrationdata mining and machine learningdata transformationdata analysisvisualizationYour proposed architecture must address the following challenges of managing a cloud-based big-data analytics environment:The 5 Vs of big data: How does your proposed architecture deal with volume, variety, veracity, velocity, and value?The management of cloud vendor responsibilities and customer responsibilities: How will the allocation and management of responsibilities be governed?You are required to submit a paper to the CIO, CTO, and business analytics management detailing your proposed architecture. The paper should include any charts and content necessary to fully present your solution.Your paper should be 8-10 pages, not including the title page and references page, and conform to CSU-Global Guide to Writing and APA (Links to an external site.). Include at least six references in addition to the course textbook. The CSU-Global Library (Links to an external site.) is a good place to find these references.

International Hotel DevelopmentCourse Project: Expatriate Manager Deployment SystemProject Purpose: For your project, you will develop an information seminar for hoteliers based in your home country taking a multi-year expatriate management position in a country of your choice.Project Parameters: This is an individual assignment. Your project will consist of a professionally written paper that could be used as a presenter’s manual and a presentation that would be suitable as an information session/job fair for managers interested in applying for the position. Project Sections: Your project will include the following sections:Written:Section 1: Introduction (anticipated length, 2 – 3 pages)Give a brief description of the hotel in which your home country manager would be working. This hotel must be an independent property or part of a local/country/regional chain (no huge multi-nationals such as Marriott, Hilton, Hyatt or IHG). Smaller chains may be OK (please check with your professor if you have questions). Please include the name (and brand, if applicable), the location, the size, the amenities, the customers and anything else about the company or property you think someone unfamiliar with it should know. This should be an actual property located within the country you have chosen. The city, property type, etc, are at your discretion.Section 2: Job Description and Employee Assessment Criteria (anticipated length, 3 – 4 pages)Include a job description for the position. This should be based on an actual management job description and adapted as necessary for the property and location described in the introduction. Explain the personal and professional qualifications an ideal candidate from the US should have. Describe the compensation and benefits package the manager taking the position will receive.Section 3: Country Overview (anticipated length, 5-6 pages)Provide a very brief history of the country. Also provide a general profile to include: language(s), general cultural values, size of country, government, currency and exchange rate, climate, national holidays, food.

Use Excel to answer all of the following questions. Label all output accordingly.3-1. A sample of 20 automobiles was taken, and the miles per gallon, MPG, horsepower, and total weight were recorded. Please see attached excel documentYou may assume X1 = HorsPwr, and X2 = Weight. Or you may define using different variables, but be consistent.(a). Develop a linear regression model to predict MPG, using horsepower as the only independent variable. Develop another model with weight as the independent variable. Which of the two models is better? Why? Make sure you appropriately label all Excel outputs.(b). Using the same data given, develop multiple regression model. How does this compare with each of the models in (a)? Just all the relevant information to support your responses.(c). (i) Use just the multiple regression model you developed in (b) to predict MPG if HrsPwr is set at 150 and Weight is 4400. (ii) Next use the regression models for HrsPwr and Weight separately (independently) for HrsPwr= 150 and Weight= 4400 and predict MPG.(iii). Based on you analyses above c (i & ii), and information gathered from a & b, which forecast do you think would be more accurate/realistic and why?3-2. (a). ABC company records during the past six weeks indicate the number of jobs requests:WEEK123456Requests (Actual)464038424445Required: Predict the number of requests for Week 7 using each of the following methods: iA four-period moving average. ii. Exponential smoothing with a = .40. Forecast for Week 1 was 50. 2. (b). Two independent methods of forecasting based on judgment and experience have been prepared each month for the past 10 months Compute MAD and MSE {sum of squared errors divided by (n-1)} for each forecast. Does either forecast seem superior? Explain.The forecasts and actual sales are as follows:MonthSALES (ACTUAL)FORECAST IFORECAST II17807707782789785790379479079247807847855778770774677276877077657617598775771775978678479110790788788Please use the QM add in when answering questions for each and explain how the answer was computed.