Ementorhub

Skills you'll gain

Data-Driven Decision-Making

Data Governance

General Data Protection Regulation (GDPR)

Personally Identifiable Information

Data Sharing

Intellectual Property

Sampling (Statistics)

Ethical Standards And Conduct

Big Data

Information Privacy

Diversity Awareness

Data Ethics

Social Sciences

Data Analysis

Data Security

There are 10 modules in this 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." 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.

History, Concept of Informed Consent

Data Ownership

Privacy

Anonymity

Data Validity

Algorithmic Fairness

Societal Consequences

Code of Ethics

Attributions