article thumbnail

Managing Risks and Controlling Projects: How Data-Driven Project Management Come in Useful for Multi-Project Environments

Epicflow

Risk Analysis: Essential Components A risk is an event or circumstance with either a positive or negative effect on a project. Risk Analysis: Essential Components A risk is an event or circumstance with either a positive or negative effect on a project. So, what do you need for an efficient risk analysis?

article thumbnail

Make “Fairness by Design” Part of Machine Learning

Harvard Business

More recently, a study compared the commonly used crime risk analysis tool COMPAS against recidivism predictions from 400 untrained workers recruited via Amazon Mechanical Turk. To a data scientist, “bias” has a particular technical meaning — it refers to the level of segmentation in a classification model.

Data 31