Investigate the prevalence of bias in machine learning

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Reference no: EM133369475 , Length: word count:1500

Assignment - Ethics Report

You can select one of these topics, covering major principles of software systems and its processes, conduct critical analysis of the current problem and propose descriptive solution in the form of an essay within 1000-1500 words providing valid reasons with facts.

Question 1. As we all know, the world is currently facing Corona Virus (COVID-19) pandemic. While every sector is working together to win this war, it's time for us to think about what roles can digital systems play in order to reduce the effect and spread of COVID-19. Based on your expertise (SE, IS, DS, CS), how would you assist to the development of these systems. What would be the challenges in order to deploy that solution and how it can be implemented successfully? Covering major principles of software systems and its processes, conduct critical analysis of the current problem and propose descriptive solution in the form of an essay within 1000-1200 words providing valid reasons with facts.

Question 2. "The role of educators and policymakers in ensuring the ethical use of AI language models like ChatGPT in IT education." In this essay, students can examine the responsibilities of educators and policymakers in ensuring that AI language models like ChatGPT are used ethically in IT education, considering issues such as data privacy, bias, and the impact on student learning outcomes. Students could also explore potential policy solutions to promote ethical and responsible use of AI language models in IT education.

Question 3. Bias in Machine Learning Algorithms: Investigate the prevalence of bias in machine learning algorithms and its impact on marginalized communities. Students can explore the causes of bias, such as biased training data or algorithmic design, and the ethical implications of biased algorithms in areas such as criminal justice, healthcare, and hiring.

Question 4. Privacy Concerns in Big Data: Analyze the ethical implications of collecting, storing, and using big data in various industries, such as healthcare, finance, and advertising. Students can explore issues related to consent, anonymization, data security, and the potential for data misuse.

Question 5. Ethics and the Internet of Things: Investigate the ethical implications of the internet of things (IoT) and the potential risks associated with the collection and use of personal data by IoT devices. Students can explore issues related to privacy, security, and the potential impact on individual rights and societal norms.

References are required as part of your problem formulation, literature survey and solutions.

Note: Reference list will not be counted in the word limit.

State your GROUP NUMBER, GROUP MEMBERS' NAMES and Student IDs clearly and correctly

Attachment:- Ethics Report.rar

Reference no: EM133369475

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