Assignment Task
Task
The third assignment focuses on the important topic of ethics and privacy in relation to data analytics. In this assignment, you are expected to conduct an independent research and compile a review report on the use of word embeddings in data analytics and its possible ethical issues. Your report should include the following requirements:
a) Describe two possible industry-based applications of word embeddings in data analytics.
b) When implementing the AI based word embedding data analytics system, what might be the challenges in order to achieve an ethical AI analytics system. What are the four domains that we must take into
account in order to deal with these challenges? What aspects and procedures should we follow for each of these domains?
c) In terms of data ethics during data collection and usage, what regulation and principles an organization should follow? Suggest two possible issues during collecting and using data and give advice on how you can alleviate these issues. Provide justification for your suggestions.
d) In order to implement a trustworthy AI system, list two technical methods and two non-technical methods that you think are most crucial for the word embedding data analytics system. Justify why they
are important.
e) After implementing the data analytics system, what should you do to assess the trustworthiness of the system? What are the procedures you need to take in order to achieve this?
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