Remove Groups Remove Metrics Remove Risk Analysis
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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. To understand the impact of a risk-bearing event, a project manager should carry out a proper risk analysis to mitigate potential threats and avoid roadblocks to successful delivery.

Data 130
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Top 15 PMO tools for your business in 2025

Epicflow

Portfolio health metrics to track progress, budgets, and risks across projects. Risk and Issue Management Tools to identify, assess, and mitigate risks. Reporting and Analytics Advanced reporting with customizable metrics for decision-making. Predictive analytics for scenario planning and risk forecasting.

Tools 130
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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. Combine traditional machine learning metrics with fairness measures. When building a model, keep de-biasing in mind.

Data 123
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How to Manage Multiple Projects to Drive Your Business Success: Top 10 Tips

Epicflow

To assess the potential effects of such events, project managers must conduct a thorough risk analysis to address potential threats and prevent obstacles that could hinder successful delivery. With multiple projects, the risk landscape becomes more intricate, requiring proactive mitigation strategies.

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Top 15 PMO tools for your business in 2025

Epicflow

Portfolio health metrics to track progress, budgets, and risks across projects. Risk and Issue Management Tools to identify, assess, and mitigate risks. Reporting and Analytics Advanced reporting with customizable metrics for decision-making. Predictive analytics for scenario planning and risk forecasting.

Tools 130