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1.  Risk Forecasting with Machine Learning

Introduction to AI-Enabled Predictive Risk Management

Limitations of Traditional Risk Analysis Methods

Using Machine Learning to Analyze Live Project Data

Tools in Focus

Interpreting AI-Generated Risk Indicators

From Reactive Firefighting to Proactive Leadership

2.  Defining Scope with AI Insights

Unique Scoping Challenges in AI / ML Projects

Using AI Tools in Risk Management

3.  Predictive Analytics for Risk Mitigation

Understanding Predictive Analytics in Project Management Context

Feeding Historical Data into AI Models to identify:  Potential Delays; Budget Overrun Risks; Quality Concerns or Testing Bottlenecks

Learning to Read Predictive Dashboards and Visualizations

Integrating Predictive Data Into:  Risk Registers; Actionable Mitigation Plans; Stakeholder Communications

2.  OUTLINE AI-Driven Project Planning & Risk Management

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