15 Jul During the course, you have applied a variety of methods to analy

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: Probability Distribution Uncertainty Sampling Statistical Inference Regression Analysis Time Series Forecasting Methods Optimization Decision 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 paper Must 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 (Links to an external site.)Links to an external site.. Must include a separate title page with the following: Title of paper Student’s name Course name and number Instructor’s name Date submitted Must use at least three scholarly sources in addition to the course text. The Scholarly, Peer Reviewed, and Other Credible Sources (Links to an external site.)Links to an external site. 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.