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AI for Project Managers and Scrum Masters · LearnSpace
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AI for Project Managers and Scrum Masters

Курс от AI CERTs
Средний≈ 17.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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. In this course, you’ll explore the core principles of AI in Agile environments, including how intelligent tools support sprint planning, backlog prioritization, risk forecasting, and team performance tracking. You’ll learn how to apply automation to routine project tasks and use data-driven insights to guide stakeholder communication, resource management, and delivery outcomes. Through guided exercises and hands-on projects, you’ll gain practical experience with industry tools including ChatGPT, Microsoft Copilot, Jira, Trello AI, ClickUp, Notion AI, Power BI, Tableau Public, Python, Pandas, and workflow automation platforms like Zapier. You’ll also explore predictive analytics, NLP-based collaboration tools, and responsible AI practices specifically tailored to Agile project management environments. By the end of the course, you’ll be able to lead AI-augmented Agile teams, automate complex workflows, and apply intelligent insights to create measurable operational value for projects and organizations across industries.

Навыки, которые вы освоите

Agile Project ManagementSprint PlanningProject Risk ManagementArtificial Intelligence and Machine Learning (AI/ML)Responsible AIAI WorkflowsProject ManagementProject PlanningAgile Product DevelopmentAI OrchestrationScrum (Software Development)Artificial IntelligenceAI EnablementGenerative AIProject Management SoftwareProject Management Life CycleAgile MethodologyGenerative AI AgentsProject ScopingAgile Software Development

Программа курса

8 модулей · 93 учебных материалов

01Module 1: Fundamentals of AI in Agile Project Management10 материалов
Course IntroductionВидеоEbook: Module 1: Fundamentals of AI in Agile Project ManagementЧтениеAudiobook: Module 1: Fundamentals of AI in Agile Project ManagementВидеоPodcast: Module 1: Fundamentals of AI in Agile Project ManagementВидео

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Преподаватель курса

AI for Project Managers and Scrum Masters
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Обучение на Coursera

≈ 17.5 ч

8 модулей

Язык: Английский

Часть программы вашего университета
1.1 Advanced AI Algorithms for AgileВидео
1.2 AI-Driven Adaptation in Agile ProjectsВидео
1.3 Steps for Implementing AI for Dynamic AdjustmentsВидео
1.4 Case Studies on AI-Enhanced Sprint Planning and Performance ForecastingВидео
Activity: Sequence ArrangementPLUGIN
Quiz: 1Задание
02Module 2: Data Literacy for Agile Project Managers15 материалов
Ebook: Module 2: Data Literacy for Agile Project ManagersЧтениеAudiobook: Module 2: Data Literacy for Agile Project ManagersВидеоPodcast: Module 2: Data Literacy for Agile Project ManagersВидео2.1 Integrating Big Data in Agile Workflows for Enhanced Predictive AnalysisВидео2.2 Advanced Techniques for Big Data IntegrationВидео2.3 Big Data Integration in a Sprint Forecasting WorkflowВидео2.4 Big Data Techniques and Agile ApplicationsВидео2.5 Exploring AI-Driven Decision Models: Theory and Core ConceptsВидео2.6 Types of AI-Driven Decision ModelsВидео2.7 Step-by-Step Workflow for AI Decision Model IntegrationВидео2.8 AI Models and Their FunctionsВидео2.9 Case Study: AI-Driven Sprint Timeline Optimization at Amazon MarketplaceВидео2.10 Simulation Exercise: AI-Driven Sprint PredictionВидеоActivity: TabPLUGINQuiz: 2Задание
03Module 3: AI for Resource and Team Management12 материалов
Ebook: Module 3: AI for Resource and Team ManagementЧтениеAudiobook: Module 3: AI for Resource and Team ManagementВидеоPodcast: Module 3: AI for Resource and Team ManagementВидео3.1 Machine Learning in Predictive Resource ManagementВидео3.2 Applying ML in ProjectsВидео3.3 Foundations of AI-Driven Agile Metrics and Core ConceptsВидео3.4 Implementing AI to Track and Predict Agile MetricsВидео3.5 Simulation Exercise: AI-Assisted Resource Forecasting Dashboard Видео3.6 Use-case: AI-Driven Predictive Resource Analytics to Reduce Delivery Delays Видео3.7 Case Study: AI-Driven Predictive Resource Management for Agile Release PlanningВидеоActivity: Multiple Choice QuestionPLUGINQuiz: 3Задание
04Module 4: Predictive Analytics in Agile Project Management12 материалов
Ebook: Module 4: Predictive Analytics in Agile Project ManagementЧтениеAudiobook: Module 4: Predictive Analytics in Agile Project ManagementВидеоPodcast: Module 4: Predictive Analytics in Agile Project ManagementВидео4.1 Deep Learning for Predictive ModellingВидео4.2 Common Deep Learning Model ChoicesВидео4.3 Deep Learning Sprint Risk Prediction: Practical Insights for Project ManagersВидео4.4 AI in Risk Management: Understanding Data Patterns, Indicators, Models, and ScoringВидео4.5 Proactive Project Management: Using AI to Predict Delays and ShortagesВидео4.6 Case Study: Predicting and Preventing Agile Project Delays Using Deep Learning in a Global Fintech StartupВидео4.7 Simulation Exercise - Management Resource Shortage ForecastingВидеоActivity: Case StudyPLUGINQuiz: 4Задание
05Module 5: AI in Project Monitoring and Reporting 12 материалов
Ebook: Module 5: AI in Project Monitoring and Reporting ЧтениеAudiobook: Module 5: AI in Project Monitoring and Reporting ВидеоPodcast: Module 5: AI in Project Monitoring and Reporting Видео5.1 Real-Time Monitoring with AI Видео5.2 Detailed Steps: How AI Tools Perform Ongoing Monitoring?Видео5.3 AI-Enhanced Reporting Видео5.4 How AI Automates Advanced Agile Reports (Step-by-Step)?Видео5.5 Hands-On Simulation Exercise: AI-Driven Agile Sprint Monitoring and Team Health Dashboard Видео5.6 Use-case: AI-Driven Sprint Monitoring and Workload Optimization in a Large E-Commerce PlatformВидео5.7 Case Study: Using AI-Driven Real-Time Monitoring to Detect and Prevent Team Burnout in Agile Delivery ВидеоActivity: AccordionPLUGINQuiz: 5Задание
06Module 6: Ethics, Bias, and Regulation in AI for Project Management10 материалов
Ebook: Module 6: Ethics, Bias, and Regulation in AI for Project ManagementЧтениеAudiobook: Module 6: Ethics, Bias, and Regulation in AI for Project ManagementВидеоPodcast: Module 6: Ethics, Bias, and Regulation in AI for Project ManagementВидео6.1 Advanced Ethical Considerations: Decision-Making Transparency Видео6.2 Unintended Consequences of AI Predictions and Ethical LeadershipВидео6.3 Regulatory Compliance in Agile AIВидео6.4 Case Study: Mitigating AI Bias in Global Healthcare Resource AllocationВидео6.5 Simulation Exercise -Ethical AI Decision-Making for Agile Resource Allocation Using Ethical AI Analysis DashboardВидеоActivity: True or FalsePLUGINQuiz: 6Задание
07Module 7: Evaluating and Implementing AI Tools in Agile Projects11 материалов
Ebook: Module 7: Evaluating and Implementing AI Tools in Agile ProjectsЧтениеAudiobook: Module 7: Evaluating and Implementing AI Tools in Agile ProjectsВидеоPodcast: Module 7: Evaluating and Implementing AI Tools in Agile ProjectsВидео7.1 Evaluating Return on Investment (ROI) in Agile AI ToolsВидео7.2 Measuring Effectiveness and Evaluating AdaptabilityВидео7.3 Change Management Strategies for AI in AgileВидео7.4 Simulation Exercise: Evaluating AI Project Management Tools Using an Interactive Lovable DashboardВидео7.5 Use Case: AI-Powered Agile Risk Prediction for Digital Banking TransformationВидео7.6 Case Study: AI-Automated Reporting and Risk Forecasting in Agile ConsultingВидеоActivity: TabPLUGINQuiz: 7Задание
08Module 8: Future Trends and AI in Agile Project Management11 материалов
Ebook: Module 8: Future Trends and AI in Agile Project ManagementЧтениеAudiobook: Module 8: Future Trends and AI in Agile Project ManagementВидеоPodcast: Module 8: Future Trends and AI in Agile Project ManagementВидео8.1 The Future of Autonomous Project ManagementВидео8.2 AI in Remote and Distributed Agile TeamsВидео8.3 Case Study - Autonomous AI in Project ManagementВидео8.4 Simulation Exercise: AI-Driven Collaboration Optimization for Remote Agile Teams using DashboardВидео8.5 AI-Enhanced Agile and Its FutureВидеоModule 08: Course Summary ВидеоActivity: Problem StatementPLUGINQuiz: 8Задание