Tag: Automation
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Data Ethics
Artificial Intelligence, Automation, California Consumer Privacy Act, CCPA, Data Analysis, Data Collection, Data Dissemination, Data Generation, GDPR, General Data Protection Regulation, Personal Data, TransparencyAuthor: N/A; Publisher: Cognizant; Publication Year: N/A. The following glossary entry defines and expands on the concept of data ethics. The entry defines data ethics as a branch of ethics that evaluates data practices—collecting, generating,…
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Great Promise but Potential for Peril
Artificial Intelligence, Automation, Decision-Making, Discrimination, Healthcare, Hiring Software, Human Judgement, Machine Learning, Product Development, Surveillance, Unconscious BiasAuthor: Christina Pazzanese Publisher: The Harvard Gazette Publication Year: 2020 Summary: The following article starts off by talking about all the different ways in which AI or machine learning can help improve society and business.…
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Bias in AI: What it is, Types, Examples & 6 Ways to Fix It in 2022
Artificial Intelligence, Automation, Debiasing, Decision-Making, Diversify, Human-Driven Processes, Multidisciplinary, Representation in Training Datasets, Third-Party, Training Data, TransparencyAuthor: Cem Dilmegani; Publisher: AI Multiple; Publication Year: 2022. The following article describes how in the imperfect world, AI can’t be expected to be completely unbiased. However, there are various ways to minimize bias by…
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Preventing Data Bias: Why Data Ethics Needs a Champion
Artificial Intelligence, Artificial Intelligence Systems, Automation, Biased Data, Data Decision-Making, Propagating Bias, UpskillingAuthor: Alan Jacobson; Publisher: Digit News; Publication Year: 2022. The following article illustrates data’s profound impact on the world around us today. The author then states the power of automated data decision-making, such as artificial…
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Inequality in the Data Science Industry
Algorithms, Automation, Bias Avoidance, Gender Differences, Hard-Coded Racism, Malicious Actors, Recidivism Rates, Representation in Training Datasets, Weapons of Math DestructionAuthor: Aisulu Omar; Publisher: Towards Data Science; Publication Year: 2022. The following article discusses how data scientists should be more cognizant of the role they play in organizations. Their skill set as a tool can…