Category: Analytics

can you please make slides based on the data i have provided and following this Concept map?
Instruction:
Slide 1: Title Slide
Group Title: Analysis of Job Satisfaction
Names: [List of Group Members]
Slide 2: Abstract and Context
Abstract: This presentation examines factors impacting employee job satisfaction, focusing on relationships with colleagues and work environment, to recommend improvements.
Problem/Context: Addressing lower than expected job satisfaction scores among employees and analyzing the influence of environmental and interpersonal factors.
Slide 3: Data Description and Analysis Overview
Data Description: Based on employee survey responses assessing job satisfaction, environment quality (ENVR), and colleague relations (COLL).
Descriptive Statistics: Mean, standard deviation, and range of job satisfaction scores are presented to set the foundation for further analysis.
Slide 4: Detailed Analysis
Analysis – Relationships with Colleagues (COLL): Regression model showing the impact on job satisfaction, with model fit and diagnostics.
Analysis – Working Environment (ENVR): Similar regression model setup, emphasizing the influence of the work environment on satisfaction levels.
Slide 5: Results and Conclusions
Results: Summarization of regression outputs highlighting significant findings. Both work environment and colleague relations are key determinants of job satisfaction.
Conclusion: Improved relationships and better work environments correlate strongly with higher satisfaction scores.
Slide 6: Recommendations and Future Directions
Recommendations:
Improve workplace facilities and culture to foster a positive work environment.
Implement team-building and conflict resolution training to enhance interpersonal relations.
Future Directions: Suggestions for further research or additional factors that could be considered to deepen understanding and efficacy of interventions.
I have attached the flie (Excell)
and some example of the slides.
please make max 6 slides.
the PPT I have uploaded is my ppt, but its not understanable can you make it better following the instruction.

Reflect on the following questions in a minimum of 500 words.
Reflect on the three competencies of this course. Consider how they might directly apply to your
life and work environment when answering the questions below.
Competency 1: Employ statistical methods used in data mining and descriptive and predictive
analytics to support actionable business decisions.
Competency 2: Analyze business research to drive organizational decision making.
Competency 3: Examine statistical patterns and trends to highlight organizational performance
and support organizational strategic planning.
Reflection #1:
How would you use descriptive statistics in your current or former place of employment to
visualize information specific to your industry?
What type of research might you use to make decisions related to your organization?
Assess how you would use statistics to make decisions and plan for the future in your current or former place of employment.
Reflection #2:
What specific assignments or learning activities from this course did you find particularly
beneficial?
What do you feel can be improved or added that would have improved your learning experience
in this course?

Project Proposal
Submit your proposal as a word document. Please make sure your responses are clear, concise and specific to the topics.
Support each section with appropriate, peer-reviewed citations, using APA format.
Write-up a proposal for the chosen project including details such as
problem statement
proposed sources of data
analysis methodology
expected results
Submit your faculty-approved project proposal to Institutional Review Board (IRB), if needed.
First interaction with faculty: Due by Day 7 of Week 4
You will interact with your faculty to review and select one of the three proposed projects. You will also submit for formal approval to work on it if needed.

Idea Generation
Submit a word document describing three possible project ideas along with possible data sources for each of the three proposed projects. Indicate whether you would collect primary data or use secondary data from a published source. Be sure to think the projects through carefully as you will be choosing from your three ideas in week 4. If you are proposing to collect data from a secondary source, be sure that data is available. If you are going to collect data, such as a survey, you need to review the IRB information provided.
For information on IRB, please review:
http://www.apus.edu/community-scholars/institutional-review-board/
Please make sure your responses are clear, concise and specific to the topics. Support them with appropriate citations. Remember that your paper must be in APA format.

The objective of this discussion is to identify projects f and to brainstorm them from different perspectives towards selecting one for the final paper.
Your initial post should focus on the following:
1. Identify three projects in order of priority. Justify the order.
2. Brief description of each project.
3. Expected duration of projects.
4. Availability of resources in terms of data, software tools etc.,

Toolbox Summary
Submit a 2 -3 page word document briefly describing 2-3 analytical concepts, tools, or models that you studied as part of your graduate program. Discuss how you will incorporate or use these tools in your chosen project analysis. Please make sure your responses are clear, concise and specific to the topics. Support them with 3-5 appropriate peer-reviewed citations using APA format.

Project: From Spreadsheets to Strategy: Elevating Data Governance in XYZ Corp
Background
XYZ Corp is a small business that has been managing its data exclusively using Excel spreadsheets. While this approach has worked in the past, the company is experiencing growth and the limitations of their current system are becoming apparent. They’ve decided it’s time to take a proactive approach to Data Governance to ensure the accuracy, consistency, and reliability of their data.
The Challenge
As a small business, XYZ Corp lacks a formalized Data Governance framework. Their data is spread across various spreadsheets, maintained by different departments, leading to inconsistencies and data quality issues. The company has recognized the need for a more structured approach to managing their data, ensuring that it is well-governed and ready to support their business decisions.
Your Task
Your role as a consultant is to help XYZ Corp lay the groundwork for a solid Data Governance program. You will be working with three main datasets:
Customer Data: Information about the company’s customers, including contact details, purchase history, and customer feedback.
Inventory Data: Details of the company’s inventory, including product descriptions, stock levels, and supplier information.
Sales Data: Records of the company’s sales transactions, including product details, quantities sold, and transaction dates.
Task 1: Data Quality Assessment
Objective: Assess the quality of the provided datasets, identifying any inconsistencies, inaccuracies, or missing values.
Deliverable: A report outlining the findings of your data quality assessment, including recommendations for cleaning and improving the data.
Task 2: Developing Data Governance Artifacts
Objective: Develop a set of Data Governance artifacts to guide the management of the company’s data.
Deliverable: A Data Governance policy document, a Data Dictionary for one of the datasets, and a set of Data Stewardship guidelines.
Task 3: Tool Recommendations
Objective: Research and recommend Data Governance tools that could help XYZ Corp manage their data more effectively, even with their current reliance on Excel.
Deliverable: A brief report outlining recommended tools, their features, and how they could benefit XYZ Corp.
Data Sets
The datasets will be provided in Excel format, reflecting the current state of the company’s data management. You will use these datasets to conduct your data quality assessment and to develop your Data Governance artifacts.

Submit a word document responding to questions listed below: Please make sure your responses are clear, concise and specific to the questions.
Support them with appropriate citations using APA format.
What are the reasons for studying analytics?
What are the career options you are considering based on your new degree?
What are your expectations for this course?
What are three important learning goals for this course from your perspective?
Note: For this paper, you may write in first person but please note that in all future papers, it is expected that your writing will be in third person and grading will reflect this expectation.

Interview your nurse manager or department manager and ascertain how they utilize accounting and financial analysis in the decision-making process related to patient care. Provide an example from your interview.

I need help writing parts of a report for my final project. The report should only cover the part of questions 3 and 4 from the “Final project support doc.docx”. I have already completed the coding part for these questions, and I have included the code along with other necessary files.
Please use the data and charts generated by my code in the report. 
The report should include a detailed analysis of all aspects covered by the code for questions 3 and 4. Make sure to incorporate relevant data and charts directly from the code outputs.
It is crucial that the report maintains a formal tone throughout and refrains from using subjective expressions like “I think” or “I believe.” 
Thank you for your help!
Here is a more detailed description: 
Final Assignment 
Subscriber optimization for Rosetta Stone: 
Your task is to be the analytical team to help Rosetta Stone meet their business growth goals by attempting to: 
1. Determine the most valuable subscribers 
2. Understanding the subscriber segments present in the database 
3. Identify the most likely subscribers who could be sold additional products or services 
4. Identify the subscriber profile of those not continuing with their usage of the product and identify the barriers to deeper subscriber engagement where possible 
5. Outline any business relevant opportunities that are present from your analysis of the data no covered above 
Goals for final assignment: 
Design and communicate an analytical plan for meeting the key business objectives for Rosetta Stone (as defined above).
Conduct analysis on provided dataset. It is expected groups perform a thorough examination of the data and then attempt to construct a model designed to meet the business growth goal.
Present verbally and visually your analytical plan and modeling work using data to support recommendations. Tie output of models back to business growth goals.