Final PaperThe Final Paper provides you with an opportunity to integrate and reflect on what you have learned during the class.During the course, you have applied a variety of methods to analyze data sets and uncover important information used in decision making. Having a good understanding of these topics is important to be able to apply them in real-life applications. Below are some of the key elements that were discussed throughout this course. Analyze each of the elements below. In your analyzation, consider and discuss the application of each of these course elements in analyzing and making decisions about data. Incorporate real-life applications and scenarios.The course elements include:ProbabilityDistributionUncertaintySamplingStatistical InferenceRegression AnalysisTime SeriesForecasting MethodsOptimizationDecision Tree ModelingThe paper must (a) apply and reference new learning to each of the ten course elements, (b) build upon class activities or incidents that facilitated learning and understanding, and (c) present specific current and/or future applications and relevance to the workplace for each of the ten course elements. The emphasis of the paper should be on modeling applications, outcomes, and new learning.The paperMust be 2000-2500 words (excluding title page and references page), double-spaced, and formatted according to APA style as outlined in the Ashford Writing Center.Must include a separate title page with the following:Title of paperStudent’s nameCourse name and numberInstructor’s nameDate submittedMust use at least three scholarly sources in addition to the course text.The Scholarly, Peer Reviewed, and Other Credible Sources table offers additional guidance on appropriate source types. If you have questions about whether a specific source is appropriate for this assignment, please contact your instructor. Your instructor has the final say about the appropriateness of a specific source for a particular assignment.Must document all sources in APA style as outlined in the Ashford Writing Center.Must include a separate references page that is formatted according to APA style as outlined in the Ashford Writing Center.my book for reference: Albright, S. C, & Winston, W. L. (2017). Business analytics: Data analysis and decision making (6th ed.). Retrieved from https://www.vitalsource.com

 response to every peers response below Response one: Hypersensitivity is an amplified response that occurs following a second or subsequent exposure to an antigen. This can lead to inflammation and subsequent eradication of healthy tissue. This is also called an allergic reaction. These reactions can occur immediately or be delayed (Randall, 2018). Most hypersensitivity reactions are mild. Mild allergic reactions may present with itching, hives, watery eyes, rash, scratchy throat, and rhinitis (U.S. National Library of Medicine, 2018). Nurses must be aware of the signs and symptoms of anaphylactic shock, a life-threatening allergic reaction requiring an immediate response. Common antigens that are associated with anaphylactic shock include certain foods, such as peanuts, tree nuts, dairy, eggs, and shellfish; environmental allergens, including mold, pollen, venom from insect stings; and certain medications. Symptoms may include flushing, nausea, vomiting, fever, rash, hives, angioedema, the feeling of impending doom, bronchospasm, back pain, and circulatory collapse (U.S. National Library of Medicine, 2018). The patient with hypersensitivity reactions must be vigilant in avoidance of the allergens. This avoidance requires careful selection of foods and products at grocery stores and restaurants making it hard for the patient and family as sometimes just being in the vicinity of the allergen can trigger anaphylaxis. Avoidance of public places may become the norm for some people. I am reminded of a popular and ridiculous movie from my wasted youth called “bubble boy”; where the star had to exist within a plastic bubble because he was allergic to the world. Prior to avoidance and vigilance, a comprehensive allergy test must be done to assess for the level of sensitivity and what to actually avoid. A simple blood sample can be all that is required to get this vital information. References Randall, J. (2018). Cellular and immunological complexities. In GCU (Ed.), Pathophysiology Clinical Applications for Client Health (1 ed.). Retrieved from https://lc.gcumedia.com/nrs410v/pathophysiology-cl... U.S. National Library of Medicine. (2018). Allergic reactions. Retrieved from https://medlineplus.gov/ency/article/000005.htm Response two: Hypersensitivity is defined as, “An exaggerated immune response that occurs on second and following exposures to an antigen” (Randall, 2018). This event is also known as an allergic reaction and can be mild or life-threatening. During this reaction, the healthy tissue becomes inflamed due to degranulation of the mast cells that stimulate the histamine release (Randall, 2018). Common signs and symptoms of a mild hypersensitivity include runny nose and eyes, itching, sneezing, scratchy throat, and a rash (Randall, 2018). However, in cases of anaphylactic shock, nurses must be aware of common symptoms and educate their patients; these symptoms include throat and face swelling, impending doom feelings, fever, hives, and back pain (Randall, 2018). The level of severity for a hypersensitivity reaction will determine how much this impacts a person’s day on a regular basis. Those who have seasonal allergies may be able to take a daily medication and not be impacted with obnoxious symptoms. However, those who have extreme reactions that may be life threatening must take extra precautions to avoid specific antigens. Those with severe hypersensitivities causing anaphylactic shock must completely avoid their immune triggers, this may include seafood, nuts, dairy products, specific insects, or medications (Randall, 2018). Hypersensitivities may require the person to carry an EpiPen in case they have an encounter with their antigen. This type of immune dysfunction interrupts daily living and relationships due to the severe impact the response has on the individual; this person may have to avoid certain areas or people depending on their allergens. Randall, J. (2018). Grand Canyon University (Ed). Pathophysiology Clinical Applications for Client Health. Retrieved from https://lc.gcumedia.com/nrs410v/pathophysiology-cl...

Capstone Project Change Proposal Presentation for Faculty Review and Feedback, please see attached for details. There is no specific word count but I have included instructions below. Create the presentation with basic design and some graphics I will compelte design and present it. Thanks.Create a professional presentation of your evidence-based intervention and change proposal to be disseminated to an interprofessional audience of leaders and stakeholders. Include the intervention, evidence-based literature, objectives, resources needed, anticipated measurable outcomes, and how the intervention would be evaluated. Submit the presentation in LoudCloud for feedback from the instructor.