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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Optimize AI: Plan, Evaluate, and Learn
包含在 中
您将获得的技能
- Procedure Development
- Predictive Modeling
- AI Enablement
- Project Management Software
- Product Planning
- Operational Efficiency
- Risk Management Framework
- Strategic Decision-Making
- Business Priorities
- Risk Analysis
- Project Planning
- A/B Testing
- Continuous Deployment
- Operational Analysis
- Decision Making
- Release Management
- Advanced Analytics
- Product Development
- Algorithms
- Experimentation
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
积累特定领域的专业知识
本课程是 Managing AI Projects That Ship and Scale 专项课程 专项课程的一部分
在注册此课程时，您还会同时注册此专项课程。
- 向行业专家学习新概念
- 获得对主题或工具的基础理解
- 通过实践项目培养工作相关技能
- 获得可共享的职业证书
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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