AI for Project Managers and Scrum Masters is a practical course designed to help professionals integrate AI tools into Agile workflows to drive smarter planning, faster delivery, and data-informed decision-making. As organizations accelerate their adoption of AI-powered project management, practitioners who can effectively lead AI-enhanced Agile teams are becoming indispensable across industries.

推荐体验
推荐体验
中级
Project managers, Scrum Masters, Agile practitioners, and professionals looking to integrate AI into project delivery workflows.
推荐体验
推荐体验
中级
Project managers, Scrum Masters, Agile practitioners, and professionals looking to integrate AI into project delivery workflows.
您将学到什么
AI-Powered Planning: Use AI tools for sprint planning, backlog prioritization, and resource allocation to enhance forecasting accuracy and delivery.
Workflow Automation Reporting: Automate repetitive tasks like status updates, documentation, and reporting to keep teams focused on high-value work.
Data-Driven Decision Making: Apply AI analytics to interpret project metrics and support faster, evidence-based decisions throughout delivery.
Risk & Responsible AI: Use intelligent tools to identify bottlenecks and delays early, while applying ethical AI practices across Agile projects.
要了解的详细信息

添加到您的领英档案
May 2026
8 项作业
了解顶级公司的员工如何掌握热门技能

该课程共有8个模块
This module covers a quick summary of what the certification is going to cover from start to finish. Here is the brief about the structure of the overall certification: Each of our certifications follows a consistent, multimodal structure to provide a flexible learning experience. The content is available across four formats: eBooks: In-depth written material for focused learning. Audiobooks: Audio version of the eBook, perfect for learning on the go. Podcasts: Engaging audio content to reinforce key concepts. Videos: Modular video chunks, each covering a specific topic. The names of the eBooks, Audiobooks, and Podcasts are the same, ensuring you can seamlessly switch between formats without losing track of the content. Videos are divided into bite-sized modules for easier consumption, and all content across these mediums is consistent, so no matter which format you choose, the information remains the same. This gives you the freedom to learn in the way that works best for you.
涵盖的内容
8个视频1个作业2个插件
8个视频•总计74分钟
- Audiobook: Module 01: Course Introduction•5分钟
- Module 01: Course Introduction•4分钟
- Audiobook: Module 01: Fundamentals of AI in Agile Project Management•30分钟
- Podcast: Module 01: Fundamentals of AI in Agile Project Management•16分钟
- 1.1 Advanced AI Algorithms for Agile•6分钟
- 1.2 AI-Driven Adaptation in Agile Projects•3分钟
- 1.3 Steps for Implementing AI for Dynamic Adjustments•4分钟
- 1.4 Case Studies on AI-Enhanced Sprint Planning and Performance Forecasting•6分钟
1个作业•总计30分钟
- Quiz: 1•30分钟
2个插件•总计30分钟
- Ebook: Module 01: Fundamentals of AI in Agile Project Management•15分钟
- Activity: Sequence Arrangement•15分钟
涵盖的内容
12个视频1篇阅读材料1个作业2个插件
12个视频•总计89分钟
- Audiobook: Module 02: Data Literacy for Agile Project Managers•34分钟
- Podcast: Module 02: Data Literacy for Agile Project Managers•16分钟
- 2.1 Integrating Big Data in Agile Workflows for Enhanced Predictive Analysis•5分钟
- 2.2 Advanced Techniques for Big Data Integration•5分钟
- 2.3 Big Data Integration in a Sprint Forecasting Workflow•4分钟
- 2.4 Big Data Techniques and Agile Applications•4分钟
- 2.5 Exploring AI-Driven Decision Models: Theory and Core Concepts•5分钟
- 2.6 Types of AI-Driven Decision Models•4分钟
- 2.7 Step-by-Step Workflow for AI Decision Model Integration•2分钟
- 2.8 AI Models and Their Functions•2分钟
- 2.9 Case Study: AI-Driven Sprint Timeline Optimization at Amazon Marketplace•4分钟
- 2.10 Simulation Exercise: AI-Driven Sprint Prediction•4分钟
1篇阅读材料•总计10分钟
- Hands on•10分钟
1个作业•总计30分钟
- Quiz: 2•30分钟
2个插件•总计30分钟
- Ebook: Module 02: Data Literacy for Agile Project Managers•15分钟
- Activity: Tab•15分钟
涵盖的内容
9个视频1篇阅读材料1个作业2个插件
9个视频•总计79分钟
- Audiobook: Module 03: AI for Resource and Team Management•29分钟
- Podcast: Module 03: AI for Resource and Team Management•17分钟
- 3.1 Machine Learning in Predictive Resource Management•5分钟
- 3.2 Applying ML in Projects•6分钟
- 3.3 Foundations of AI-Driven Agile Metrics and Core Concepts•5分钟
- 3.4 Implementing AI to Track and Predict Agile Metrics•5分钟
- 3.5 Simulation Exercise: AI-Assisted Resource Forecasting Dashboard •3分钟
- 3.6 Use-case: AI-Driven Predictive Resource Analytics to Reduce Delivery Delays •4分钟
- 3.7 Case Study: AI-Driven Predictive Resource Management for Agile Release Planning•5分钟
1篇阅读材料•总计10分钟
- Hands on•10分钟
1个作业•总计30分钟
- Quiz: 3•30分钟
2个插件•总计30分钟
- Ebook: Module 03: AI for Resource and Team Management•15分钟
- Activity: Multiple Choice Question•15分钟
涵盖的内容
8个视频1篇阅读材料1个作业2个插件
8个视频•总计47分钟
- Podcast: Module 04: Predictive Analytics in Agile Project Management•17分钟
- 4.1 Deep Learning for Predictive Modelling•4分钟
- 4.2 Common Deep Learning Model Choices•5分钟
- 4.3 Deep Learning Sprint Risk Prediction: Practical Insights for Project Managers•5分钟
- 4.4 AI in Risk Management: Understanding Data Patterns, Indicators, Models, and Scoring•4分钟
- 4.5 Proactive Project Management: Using AI to Predict Delays and Shortages•5分钟
- 4.6 Case Study: Predicting and Preventing Agile Project Delays Using Deep Learning in a Global Fintech Startup•3分钟
- 4.7 Simulation Exercise - Management Resource Shortage Forecasting•4分钟
1篇阅读材料•总计10分钟
- Hands on•10分钟
1个作业•总计30分钟
- Quiz: 4•30分钟
2个插件•总计30分钟
- Ebook: Module 04: Predictive Analytics in Agile Project Management•15分钟
- Activity: Case Study•15分钟
涵盖的内容
9个视频1篇阅读材料1个作业2个插件
9个视频•总计73分钟
- Audiobook: Module 05: AI in Project Monitoring and Reporting •29分钟
- Podcast: Module 05: AI in Project Monitoring and Reporting •17分钟
- 5.1 Real-Time Monitoring with AI •4分钟
- 5.2 Detailed Steps: How AI Tools Perform Ongoing Monitoring?•4分钟
- 5.3 AI-Enhanced Reporting •4分钟
- 5.4 How AI Automates Advanced Agile Reports (Step-by-Step)?•4分钟
- 5.5 Hands-On Simulation Exercise: AI-Driven Agile Sprint Monitoring and Team Health Dashboard •4分钟
- 5.6 Use-case: AI-Driven Sprint Monitoring and Workload Optimization in a Large E-Commerce Platform•3分钟
- 5.7 Case Study: Using AI-Driven Real-Time Monitoring to Detect and Prevent Team Burnout in Agile Delivery •3分钟
1篇阅读材料•总计10分钟
- Hands on•10分钟
1个作业•总计30分钟
- Quiz: 5•30分钟
2个插件•总计30分钟
- Ebook: Module 05: AI in Project Monitoring and Reporting •15分钟
- Activity: Accordion•15分钟
涵盖的内容
7个视频1篇阅读材料1个作业2个插件
7个视频•总计69分钟
- Audiobook: Module 06: Ethics, Bias, and Regulation in AI for Project Management•28分钟
- Podcast: Module 06: Ethics, Bias, and Regulation in AI for Project Management•19分钟
- 6.1 Advanced Ethical Considerations: Decision-Making Transparency •6分钟
- 6.2 Unintended Consequences of AI Predictions and Ethical Leadership•4分钟
- 6.3 Regulatory Compliance in Agile AI•5分钟
- 6.4 Case Study: Mitigating AI Bias in Global Healthcare Resource Allocation•5分钟
- 6.5 Simulation Exercise -Ethical AI Decision-Making for Agile Resource Allocation Using Ethical AI Analysis Dashboard•2分钟
1篇阅读材料•总计10分钟
- Hands on•10分钟
1个作业•总计30分钟
- Quiz: 6•30分钟
2个插件•总计30分钟
- Ebook: Module 06: Ethics, Bias, and Regulation in AI for Project Management•15分钟
- Activity: True or False•15分钟
涵盖的内容
8个视频1篇阅读材料1个作业2个插件
8个视频•总计77分钟
- Audiobook: Module 07: Evaluating and Implementing AI Tools in Agile Projects•34分钟
- Podcast: Module 07: Evaluating and Implementing AI Tools in Agile Projects•17分钟
- 7.1 Evaluating Return on Investment (ROI) in Agile AI Tools•5分钟
- 7.2 Measuring Effectiveness and Evaluating Adaptability•4分钟
- 7.3 Change Management Strategies for AI in Agile•6分钟
- 7.4 Simulation Exercise: Evaluating AI Project Management Tools Using an Interactive Lovable Dashboard•3分钟
- 7.5 Use Case: AI-Powered Agile Risk Prediction for Digital Banking Transformation•3分钟
- 7.6 Case Study: AI-Automated Reporting and Risk Forecasting in Agile Consulting•5分钟
1篇阅读材料•总计10分钟
- Hands on•10分钟
1个作业•总计30分钟
- Quiz: 7•30分钟
2个插件•总计30分钟
- Ebook: Module 07: Evaluating and Implementing AI Tools in Agile Projects•15分钟
- Activity: Tab•15分钟
涵盖的内容
8个视频1篇阅读材料1个作业2个插件
8个视频•总计77分钟
- Audiobook: Module 08: Future Trends and AI in Agile Project Management•33分钟
- Podcast: Module 08: Future Trends and AI in Agile Project Management•17分钟
- 8.1 The Future of Autonomous Project Management•6分钟
- 8.2 AI in Remote and Distributed Agile Teams•6分钟
- 8.3 Case Study - Autonomous AI in Project Management•4分钟
- 8.4 Simulation Exercise: AI-Driven Collaboration Optimization for Remote Agile Teams using Dashboard•2分钟
- 8.5 AI-Enhanced Agile and Its Future•4分钟
- Module 08: Course Summary •4分钟
1篇阅读材料•总计10分钟
- Hands on•10分钟
1个作业•总计30分钟
- Quiz: 8•30分钟
2个插件•总计30分钟
- Ebook: Module 08: Future Trends and AI in Agile Project Management•15分钟
- Activity: Problem Statement•15分钟
位教师

人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.
常见问题
No. The course begins with foundational AI and Agile concepts and progressively moves into applying intelligent tools for planning, risk management, and team optimization.
Yes. You’ll gain hands-on experience with tools such as ChatGPT, Microsoft Copilot, Jira, Notion AI, Power BI, and Zapier, applying them directly to Agile project scenarios.
No programming background is required. Familiarity with basic project management concepts is helpful, but the course introduces all relevant tools and techniques from the ground up.
You’ll explore tools including ChatGPT, Microsoft Copilot, Jira, Trello AI, ClickUp, Notion AI, Power BI, Tableau Public, Python, Pandas, Zapier, and sprint analytics dashboards.
You’ll work on practical exercises such as AI-assisted sprint planning, backlog prioritization, risk forecasting, workflow automation, and building AI-powered reporting dashboards.
AI enables teams to predict risks, automate repetitive tasks, and make data-backed decisions in real time, extending Agile’s adaptability with intelligent insights and automation.
Yes. The course is designed for practical applications, equipping you with tools and strategies you can use right away within your existing Agile workflows and team environments.
Absolutely. Scrum Masters will learn how to use AI dashboards to monitor velocity, identify impediments proactively, and enhance retrospectives and sprint ceremonies with intelligent insights.
Yes. The course covers how AI agents can coordinate tasks across tools and teams, enabling more intelligent collaboration and automated handoffs in complex Agile environments.
Yes. You’ll learn about bias in predictive models, regulatory considerations, and how to evaluate AI outputs for fairness and accountability within project management contexts.
You’ll develop in-demand skills across sprint optimization, AI-powered reporting, and intelligent risk management, preparing you for roles such as Scrum Master, Agile PM, or AI transformation lead.
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
更多问题
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