Reference no: EM133590602
Data Acquisition and Management
Topic - Healthcare and medical records
Assessment - Unstructured Data Management
LO1: Evaluate ethical data acquisition and best practice about project initiation
LO2: Evaluate options for storing, accessing, distributing, and updating data during the life of a project.
PART B: Report
Unstructured data has typically been difficult to manage, since it has no predefined data model, is not always organised may comprise multiple types. For example, data from thermostats, sensors, home electronic devices, cars, images, sounds and pdf files.
Given these characteristics, special collection, storage, and analysis methods, as well as software, have been created to take advantage of unstructured data.
Given the considerations above, select one of the following industries for your assessment.
• Healthcare
• Retail - clothing
• Social Media
• Education
• Motor vehicles
• Fast Foods
1. Read relevant articles on the industry you have chosen.
2. Choose one application from that industry.
3. Introduce the industry and application, e.g., healthcare and image reconstruction (100 words)
4. Explain what sort of unstructured data could be used by an AI or Machine Learning algorithm in the area you chose. (200 words,)
5. Discuss best practice and options with illustrations (500 words):
a. Accessing/collecting,
b. Storing,
c. Sharing,
d. Documenting
e. And maintenance of the data.
6. Propose a question that could be asked in relation to your unstructured data and what software might help you to run AI and answer the question. (100 words)
7. At least 10 Harvard style references (2 marks) and well-structured Report
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