Data Science Applications and Processes Assignment

Data mining has been cited as one of the advantages scientists used in the creation of the COVID-19 vaccinations. Data mining was used in the trials of these vaccinations to signal safety concerns and trends more quickly in the trial groups. As a result, these vaccinations were quickly available to support the effort in combatting the COVID-19 pandemic. Data Science Applications and Processes Assignment

Thinking beyond the scope of a major vaccination effort and pandemic, how might data compiled and analyzed in your healthcare organization or nursing practice help support efforts aimed at patient quality and safety? Why might it be important to consider the how’s and why’s of data collection, application, and implementation? How might these practices shape your nursing practice or even the future of nursing?

ORDER  HERE A PLAGIARISM-FREE PAPER HERE

To Prepare
• Review the Learning Resources for this week related to the topics: Big Data, Data Science, Data Mining, Data Analytics, and Machine Learning. Data Science Applications and Processes Assignment
• Consider the process and application of each topic.
• Reflect on how each topic relates to nursing practice.

For this Discussion, you will explore various topics related to data and consider the process and application of each. Reflect on the use of these applications, but also consider the implications of how these applications might shape the future of nursing and healthcare practice.
Address each bullets: Data Science Applications and Processes Assignment
• Write a brief introduction explaining these topics below and how they might apply to the nursing practice:
1. Big Data,
2. Data Science,
3. Data Mining
4. Data Analytics Data Science Applications and Processes Assignment
5. Machine learning
• Explain how you see the data concepts presented aligning with your current practice (Community Health Clinic). What do you need to know to apply these concepts?
• Do you currently use one of these processes in your healthcare organization or nursing practice? If so, how and in what context?
• If you do not currently use one of these processes in your healthcare organization or nursing practice, what would it take to implement it? What do you see as a benefit for use?
• How is predictive analytics applied to clinical practice? Be specific and provide examples. Data Science Applications and Processes Assignment
• Summary: the conclusion should be clear, precise summarize key points of the entire paper

Resources

Address the subtopics of the below bullets and the article used should be less than 5 yrs. (2018-2022).
Please this textbook must be used
Sipes, C. (2020). Project management for the advanced practice nurse (2nd ed.). Springer Publishing.
• Chapter 4, “Planning: Project Management—Phase 2” (pp. 75–120)
• Please use up to 4 to 5 reference for this discussion post Data Science Applications and Processes Assignment