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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. 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?

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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Top 15 Portfolio Management Tools for Your Business in 2025

Epicflow

These tools offer features for tracking performance metrics, managing resources, and ensuring alignment with strategic priorities. The most critical features include centralized dashboards, resource allocation tools, risk analysis, budgeting and cost tracking, scenario planning, collaboration tools, and reporting capabilities.

Tools 130
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Top 15 Portfolio Management Tools for Your Business in 2025

Epicflow

These tools offer features for tracking performance metrics, managing resources, and ensuring alignment with strategic priorities. The most critical features include centralized dashboards, resource allocation tools, risk analysis, budgeting and cost tracking, scenario planning, collaboration tools, and reporting capabilities.

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.

Data 122
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The Impact of Carbon Taxation on Supply Chains in China

Comatch

Since 2005, many EU manufacturers have been paying for their carbon emissions via certificates under the EU Emissions Trading System (EU ETS), where emission rights are currently about 60 EUR per metric ton, while imports from countries with less strict climate regulations may face lower or no such cost for carbon emissions.

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

Epicflow

Risk Management Complexity: How to Mitigate Them Effectively A risk is an event or condition that can have either a positive or negative impact on a project. Risks can arise in any aspect of project management, whether during planning and estimation, execution, or communication within teams, across groups, or with stakeholders.