Optimize AI: Plan, Evaluate, and Learn – equips project and program managers with the skills to guide AI systems through change and uncertainty. In this course, you’ll learn how to analyze performance data to plan retraining, evaluate algorithm families under real-world constraints, and design continuous-learning strategies with canary deployments and rollback safeguards. Through scenario-based discussions, hands-on activities, and practical tools like MLflow dashboards, evaluation matrices, and retraining calendars, you’ll practice making informed decisions under pressure. By the end, you’ll be able to detect risks early, balance accuracy and speed, and sustain reliable AI systems that align with business goals.
Optimize AI: Plan, Evaluate, and Learn
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您将获得的技能
- Procedure Development
- Continuous Deployment
- Risk Management Framework
- Strategic Decision-Making
- AI Enablement
- Product Development
- A/B Testing
- Release Management
- Risk Analysis
- Operational Efficiency
- Business Priorities
- Decision Making
- Project Planning
- Advanced Analytics
- Project Management Software
- Algorithms
- Predictive Modeling
- Product Planning
- Experimentation
- Operational Analysis
要了解的详细信息
了解顶级公司的员工如何掌握热门技能
该课程共有1个模块
Optimize AI: Plan, Evaluate, and Learn – equips project and program managers with the skills to guide AI systems through change and uncertainty. In this course, you’ll learn how to analyze performance data to plan retraining, evaluate algorithm families under real-world constraints, and design continuous-learning strategies with canary deployments and rollback safeguards. Through scenario-based discussions, hands-on activities, and practical tools like MLflow dashboards, evaluation matrices, and retraining calendars, you’ll practice making informed decisions under pressure. By the end, you’ll be able to detect risks early, balance accuracy and speed, and sustain reliable AI systems that align with business goals.
涵盖的内容
7个视频3篇阅读材料4个作业
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