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Online Course on Data Science Ethics by University of Michigan [15 Hours]: Enroll Now

IITB MSC Digital Society Programme
IITB MSC Digital Society Programme

University of Michigan offers 15 Hours Online Course on Data Science Ethics.

About the Course

This course provides a framework to analyze these concerns as you examine the ethical and privacy implications of collecting and managing big data. Explore the broader impact of the data science field on modern society and the principles of fairness, accountability and transparency as you gain a deeper understanding of the importance of a shared set of ethical values.

You will examine the need for voluntary disclosure when leveraging metadata to inform basic algorithms and/or complex artificial intelligence systems while also learning best practices for responsible data management, understanding the significance of the Fair Information Practices Principles Act and the laws concerning the “right to be forgotten.”

Edureka - PG Diploma in AI & Machine Learning
Edureka - PG Diploma in AI & Machine Learning

This course will help you answer questions such as who owns data, how do we value privacy, how to receive informed consent and what it means to be fair. Data scientists and anyone beginning to use or expand their use of data will benefit from this course. No particular previous knowledge needed.

Syllabus

  • What are Ethics?
  • History, Concept of Informed Consent
  • Data Ownership
  • Privacy
  • Anonymity
  • Data Validity
  • Algorithmic Fairness
  • Societal Consequences
  • Code of Ethics
  • Attributions

Duration

Approx. 15 hours to complete.

Click here to enroll for Online Course on Data Science Ethics by University of Michigan.

Note: Noticebard is associated with Coursera through an affiliate programme.

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