Identify the benefits that data warehousing, online transactional databases, and data mining can provide to an organization

MANAGING DATA

The goal of data management is to provide the infrastructure and tools to transform raw data into usable corporate information of the highest quality. There are a number of difficulties associated with managing data; for example, managing, searching for, and retrieving data located throughout the enterprise can be a major challenge. Data management programs can provide access to all of the data, alleviating many of the problems associated with data file environments. However, databases are volatile because they are constantly being added to, edited, or updated.
RESOURCES

Be sure to review the Learning Resources before completing this activity.
Click the weekly resources link to access the resources.
WEEKLY RESOURCES
To prepare for this Assignment:
Review the following list of data management difficulties:
• The amount of data increases exponentially.
• Data are scattered all across the organization.
• Only small portions of the data are relevant for specific decisions.
• There is an ever-growing need for external data in making decisions.
• Raw data may be stored in different formats.
• There are legal issues involved in transferring data across country borders.
• Data security, quality, and integrity are critical but easily jeopardized.
BY DAY 7
Submit a 2- to 4-page paper in APA format that includes the following:
Identify the benefits that data warehousing, online transactional databases, and data mining can provide to an organization. (Note: This can be an organization you work for or one where you would like to work). Provide an analysis of how data warehousing, online transactional databases, and data mining can solve the organizational issues of data growth, decentralized data (data in many locations), the need for external data to help provided a competitive advantage, the different data formats, legal issues, and, of course, the concern of keeping organizational data secure. Be specific.
Refer to the Week 4 Assignment Rubric for specific grading elements and criteria. Your Instructor will use this grading rubric to assess your work.
Your document should be 2–4 pages long (not including the list of references), but it is the quality of the work that is important, not the number of pages. Cite and reference all sources using APA format and style guidelines and submit in a single document.
SUBMISSION INFORMATION
Before submitting your final assignment, you can check your draft for authenticity. To check your draft, access the Turnitin Drafts from the Start Here area.
1. To submit your completed assignment, save your Assignment as WK4Assgn_LastName_Firstinitial
2. Then, click on Start Assignment near the top of the page.
3. Next, click on Upload File and select Submit Assignment for review.
LEARNING RESOURCES
Required Readings
• Turban, E., Pollard, C., & Wood, G. (2021). Information technology for management: Driving digital transformation to enhance local and global performance, growth and sustainability (12th ed.). Wiley.
o Chapter 3, “Data Management, Data Warehouses, and Data Governance” (pp. 66–106)
o Chapter 6, “Business Intelligence, Data Science, and Data Analytics” (pp. 199–248)
Required Media
• Walden University, LLC. (2016). Databases and trends in managing data [Video]. Walden University Canvas. https://waldenu.instructure.com

Note: The approximate length of this media piece is 6 minutes.
• Absolute. (2019, February 12). Data privacy explained | cybersecurity insights #11Links to an external site. [Video]. YouTube. https://www.youtube.com/watch?v=3YIPQrEWOeY

Note: The approximate length of this media piece is 3 minutes.
• Edureka. (2020, April 10). What is big data | big data in 2 minutes | introduction to big data | big data training | EdurekaLinks to an external site. [Video]. YouTube. https://www.youtube.com/watch?v=UQeyU0YcPKY

Note: The approximate length of this media piece is 2 minutes.
• IBM. (2016). Designing a database [Video]. Walden University Canvas. https://waldenu.instructure.com

Note: The approximate length of this media piece is 7 minutes.
• IBM. (2016). Relational schemas [Video]. Walden University Canvas. https://waldenu.instructure.com
• Marr, B. (2019, March 29). How do you use big data in business by Bernard MarrLinks to an external site. [Video]. YouTube. https://www.youtube.com/watch?v=-zRJZt12Ii4

Note: The approximate length of this media piece is 3 minutes.
• MeasuringTheDigitalWorld. (2016, January 27). Big data explained: Beyond the hype to the analytics challenges of big dataLinks to an external site. [Video]. YouTube. https://www.youtube.com/watch?v=8rcXbpE9dN4

Note: The approximate length of this media piece is 14 minutes.

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MDSC_6005_Week4_Assignment_Rubric
MDSC_6005_Week4_Assignment_Rubric
Criteria Ratings Pts
This criterion is linked to a Learning OutcomeElement 1: Identifying Benefits of Data Warehousing, Online Transactional Databases, and Data Mining 31.5 ptsMasteryStudent provides a thorough and detailed analysis of the benefits data warehousing, online transactional databases, and data mining can provide to an organization. Several examples and resources support thinking.
29.3 ptsExceptionalStudent provides a detailed analysis of the benefits data warehousing, online transactional databases, and data mining can provide to an organization. Several examples or resources support thinking. There are one or two minor errors or details missing.
26.78 ptsCompetentStudent provides an analysis of the benefits data warehousing, online transactional databases, and data mining can provide to an organization. Some examples or resources support thinking. Some details are missing and/or not fully developed.
23.63 ptsDevelopingStudent provides a cursory or incomplete analysis of the benefits data warehousing, online transactional databases, and data mining can provide to an organization. Few examples or resources support thinking. Most details are missing or lack clarity.
15.75 ptsUnacceptableStudent provides an incomplete or cursory description that does not directly address this element and/or meet minimal requirements.
0 ptsNot SubmittedStudent did not submit this element. 31.5 pts
This criterion is linked to a Learning OutcomeElement 2: Analysis of Data Warehousing, Online Transactional Databases, and Data Mining Help Solve Issues 31.5 ptsMasteryStudent provides a thorough and detailed analysis of how data warehousing, online transactional databases, and data mining can solve data issue for an organization. Several examples and resources support thinking.
29.3 ptsExceptionalStudent provides a detailed analysis of how data warehousing, online transactional databases, and data mining can solve data issue for an organization. Several examples or resources support thinking. There are one or two minor errors or details missing.
26.78 ptsCompetentStudent provides an analysis of how data warehousing, online transactional databases, and data mining can solve data issue for an organization. Some examples or resources support thinking. Some details are missing and/or not fully developed.
23.63 ptsDevelopingStudent provides a cursory or incomplete analysis of how data warehousing, online transactional databases, and data mining can solve data issue for an organization. Few examples or resources support thinking. Most details are missing or lack clarity.
15.75 ptsUnacceptableStudent provides an incomplete or cursory description that does not directly address this element and/or meet minimal requirements.
0 ptsNot SubmittedStudent did not submit this element. 31.5 pts
This criterion is linked to a Learning OutcomeElement 3: Form and Style 7 ptsMasteryStudent demonstrates thorough organization and writing skills by consistently applying APA format and style. Writing is well organized and grammatically correct, including complete sentences that are free of spelling errors. A Reference List with a variety of scholarly sources is provided, using APA formatting, and it matches the citations cited within the text.
6.51 ptsExceptionalStudent demonstrates thorough organization and writing skills by consistently applying APA format and style. Writing is well organized and grammatically correct, including complete sentences that are free of spelling errors. A Reference List with a variety of scholarly sources is provided, using APA formatting, and it matches the citations cited within the text—but with one or two minor errors.
5.95 ptsCompetentStudent demonstrates organization and writing skills by mostly applying APA format and style. Writing is well organized and mostly grammatically correct, including complete sentences that are mostly free of spelling errors. While a Reference List is provided and includes a variety of resources, APA formatting may be incorrect or the list may not have matched the citations cited within the text.
5.25 ptsDevelopingStudent made a cursory attempt to address but there are numerous errors, writing is difficult to read, and/or no Reference List is provided.
3.5 ptsUnacceptableStudent submission does not adhere to the writing expectations.
0 ptsNot SubmittedStudent did not submit this element. 7 pts
Total Points: 70
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