Papers regarding data analytics

IP2 (4-6 Pages excluding cover page and Reference Page)

Assignment Details

Investigate the  Library  and Internet for published papers regarding data analytics in various health care fields that discuss the theories and techniques covered in this course so far. Discuss your understanding of how the authors have covered the data analytics theories and techniques and how they are used in health care.

Additionally, provide a report after completing the following:

· Installing a big data analytics framework (Hadoop or Spark)

· Installing R and exploring and discussing its functionality, especially with regard to health care

· Chronicling the installation steps, issues, recommendations, or workaround on issues encountered

Individual Project Rubric

The Individual Project (IP) Grading Rubric is a scoring tool that represents the performance expectations for the IP. This Individual Project Grading Rubric is divided into components that provide a clear description of what should be included within each component of the IP. It’s the roadmap that can help you in the development of your IP.

Expectation	Points Possible	Points Earned	Comments
Assignment-Specific: Has conducted appropriate research regarding data analytics in various health care fields that discuss the theories and techniques covered in this course so far and discussed their understanding of how the author(s) have covered the data analytics theories and techniques.	35
Assignment-Specific: Discusses an understanding of how the author(s) have covered how the data analytics theories and techniques are used in health care.	35
Assignment-Specific: Provides a report that details installing a big data analytics framework (Hadoop or Spark); installing R and exploring and discussing its functionality of R, especially with regard to health care; and chronicling their installation steps, issues, recommendations, or workaround on issues encountered.	35
Assignment-Specific: Demonstrates the utilization of the course readings and other scholarly and professional materials to complete the assignment.	10
Professional Language: Assignment contains accurate grammar, spelling, and punctuation with few or no errors. (APA formatting is required or style specified in assignment).	10
Total Points	125
Total Points Earned

 

 

IP3 (4-6 Pages excluding cover page and Reference Page)

Assignment Details

Install OpenStack and Amazon Web Services. Once you have completed the installation, provide a report that explores the issues encountered during the installation and provide recommendations for solving them.

Individual Project Rubric

The Individual Project (IP) Grading Rubric is a scoring tool that represents the performance expectations for the IP. This Individual Project Grading Rubric is divided into components that provide a clear description of what should be included within each component of the IP. It’s the roadmap that can help you in the development of your IP.

Expectation	Points Possible	Points Earned	Comments
Assignment-Specific: The report of their experiences on installing OpenStack and AWS includes system information and steps taken during OpenStack installation	35
Assignment-Specific: The report of their experiences on installing OpenStack and AWS includes issues appearing during installation	35
Assignment-Specific: The report of their experiences on installing OpenStack and AWS includes steps taken to address the issues	35
Assignment-Specific: Demonstrates the utilization of the course readings and other scholarly and/or professional materials to complete the assignment	10
Professional Language: Assignment contains accurate grammar, spelling, and punctuation with few or no errors. (APA formatting is required or style specified in assignment).	10
Total Points	125
Total Points Earned

 

IP4 (4-6 Pages excluding cover page and Reference Page)

Assignment Details

Using the  Library  and Internet, research how big data analytics is used in the health care industry to meet data privacy requirements established by the Health Insurance Portability and Accountability Act (HIPAA). Create a policy proposal (with reference page) for a health care organization that explains the consequences of data breaches (be sure to include personal and organizational consequences) and covers the importance of using analytics with security in mind, the importance of data privacy (to the patient, staff, and organization), and the steps that the staff will use to comply with data privacy rules and HIPAA.

Individual Project Rubric

The Individual Project (IP) Grading Rubric is a scoring tool that represents the performance expectations for the IP. This Individual Project Grading Rubric is divided into components that provide a clear description of what should be included within each component of the IP. It’s the roadmap that can help you in the development of your IP.

Expectation	Points Possible	Points Earned	Comments
Assignment-Specific: Presents a policy memo or proposal that covers the consequences of data breaches on an individual level (from disciplinary action to termination) and at an organizational level (poor public image, loss of business, and potential legal ramifications)	35
Assignment-Specific: Presents a policy memo or proposal that covers the importance of data analytics and data privacy	35
Assignment-Specific: Presents a policy memo or proposal that covers the process for complying with data privacy rules and HIPAA	35
Assignment-Specific: Demonstrates the utilization of the course readings and other scholarly and/or professional materials to complete the assignment	10
Professional Language: Assignment contains accurate grammar, spelling, and punctuation with few or no errors. (APA formatting is required or style specified in assignment).	10
Total Points	125
Total Points Earned

 

 

IP 5 (4-6 Pages excluding cover page and Reference Page)

Key Assignment

Develop a proposal for big data analytics in health care that covers at least 3 of the following categories:

· Network architecture

· Database

· Business plan

· Disaster recovery plan

· Security policy proposal

For each of the categories, the following is expected:

· Business Plan

· Action: Write a business plan for a data analytic project for health care industry.

· Output: At least 10 pages with the following sections

· Title page

· Table of Contents

· Company Opportunity

· Business Concepts

· Business Goals & Vision & Mission

· Market Background, Product Description, and Differentiation

· Technology

· Target market

· Marketing Plan

· Organizational Structure (Organizational Chart, Teams, Divisions)

· Snapshot Summary

· Financial Analysis and Projection

· Network Architecture

· Action: Design architecture for a health care organization.

· Output: 7–10 pages of a design document with overall design layout, figures, and components used

· Database

· Action: Select a database management system of your choice. Create a high-level conceptual design for health care data analytics.

· Output: 7–10 pages of a conceptual design document (including UML diagrams)

· Security Policy Proposal

· Action: Create a security policy document for a health care organization that deals with large data sets on the cloud.

· Output: 7–10 pages

· Disaster Recovery Plan

· Action: Create a disaster recovery plan document for a health care organization that deals with data analytics in health care.

· Output: 7–10 pages

Individual Project Rubric

The Individual Project (IP) Grading Rubric is a scoring tool that represents the performance expectations for the IP. This Individual Project Grading Rubric is divided into components that provide a clear description of what should be included within each component of the IP. It’s the roadmap that can help you in the development of your IP.

Expectation	Points Possible	Points Earned	Comments
Assignment-Specific: Develops a proposal for big data analytics in health care that covers at least three of the following: Network architecture, database, business plan, disaster recovery plan, and security policy proposal	35
Assignment-Specific: For each of the categories, the student takes the appropriate action as outlined in the assignment details.	35
Assignment-Specific: For each of the categories, the student produces the appropriate output as outlined in the assignment details.	35
Assignment-Specific: Demonstrates the utilization of the course readings and other scholarly and professional materials to complete the assignment	10
Professional Language: Assignment contains accurate grammar, spelling, and punctuation with few or no errors. (APA formatting is required or style specified in assignment).	10
Total Points

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