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AI for Project Reporting, Dashboards and Risk · LearnSpace
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AI for Project Reporting, Dashboards and Risk

Курс от Coursera
Начальный≈ 11.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course prepares you to create concise, high-quality reports and dashboards using spreadsheets, visualization tools, and generative AI techniques while preserving human-in-the-loop controls. Instruction covers exporting project data from PM tools, transforming and modeling it in spreadsheets, and designing compact dashboards that highlight portfolio KPIs and overdue items. You will practice prompt design to convert raw PM data into structured draft reports, apply labeling and validation practices for AI outputs, and evaluate predictive models using confusion matrices to compute precision and recall for go/no‑go decisions. Assessments emphasize compact deliverables: a trimmed dashboard, an AI-assisted weekly status (AI draft + human review), prompt list, QA checklist, and a short model-evaluation summary documenting precision/recall and adoption guidance.

Навыки, которые вы освоите

Prompt EngineeringDashboard CreationModel EvaluationBusiness ReportingResponsible AIProject DocumentationAI EnablementDashboardStakeholder CommunicationsData PresentationData Import/ExportAI literacyReport WritingDecision IntelligenceStakeholder EngagementData-Driven Decision-MakingRisk ManagementManagement ReportingData TransformationTimelines

Программа курса

5 модулей · 60 учебных материалов

01Export and Highlight Project Tasks Fast17 материалов
Meet Your AI CoachDIALOGUEFrom Chaos to Clarity: Simple Project Reporting ВидеоUnderstanding Trello & The "Boosting Profit" Case StudyЧтениеHow to Export Your Trello BoardВидео

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Professionals from the Industry

Преподаватель курса

AI for Project Reporting, Dashboards and Risk
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Обучение на Coursera

≈ 11.8 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский

Часть программы вашего университета
Hands-On Learning: Interpreting a Project Data ExportЗадание
Getting Started and Exporting from Trello: Knowledge Check Задание
From Raw Data to Actionable InsightВидео
Importing Data & The "Google Sheets Project" Case StudyЧтение
How to Highlight Overdue TasksВидео
Highlighting Overdue TasksDIALOGUE
Hands-On Learning: Create Your Overdue Task ReportЗадание
Highlighting Overdue Tasks in Google Sheets: Knowledge CheckЗадание
The Power of a Clear Status UpdateВидео
Best Practices for Stakeholder CommunicationЧтение
How to Present Your FindingsDIALOGUE
Communicating Status and Final Assessment: Knowledge CheckЗадание
Analyzing and Communicating Task PerformanceЗадание
02Project Status Reports with AI10 материалов
Clarify First: The Stakeholder InterviewDIALOGUEThe Four Pillars of a Great Status ReportЧтениеFrom Chaos to Clarity: Categorizing UpdatesВидеоHands-On Learning: The Sorting ChallengeЗаданиеKnowledge CheckЗаданиеFrom Hours to Seconds: AI as Your Reporting AssistantВидеоThe Anatomy of an Effective AI PromptЧтениеFrom Video to TextВидеоThe AI Personality Test: Setting the PersonaDIALOGUECreate a Project Health Report Задание
03Evaluate AI Risks: Adopt Smart Predictions15 материалов
Welcome! Let us Set Your AI Model Evaluation GoalsDIALOGUEThe Confusion Matrix: A Map for Model PerformanceЧтениеCoach: Classifying Model PredictionsDIALOGUEConfusion MatrixЗаданиеSorting AI Model PredictionsЗаданиеThe Power of a Single NumberВидеоThe Formulas for Precision and RecallЧтениеCoach: Calculating Your Metrics Step-by-StepDIALOGUECalculate Model MetricsЗаданиеInterpreting Precision and Recall Score ЗаданиеThe Cost of a Bad ModelВидеоA Framework for Decision-MakingЧтениеCoach: Justifying Your RecommendationDIALOGUEWrite Your RecommendationЗаданиеSubmit Your AI Model Evaluation ReportЗадание
04Automate Reports and Dashboards with AI15 материалов
The Cost of Manual LaborDIALOGUEWelcome: The Opportunity of AI AutomationВидеоHow IBM's Watson Applied AI to Project ManagementЧтениеIntroducing Your AI Reporting 'Sous-Chef'ВидеоPrompts for Precision: Structuring the CommandЧтениеThe Human Oversight: Accuracy, Clarity, and HallucinationsВидеоHands-On Learning: The Review: Differentiating AI from Human ContextЗаданиеAI Reporting Essentials QuizЗаданиеStrategic Value: Dashboards as Decision-Making ToolsЧтениеThe Dashboard Blueprint: Metrics, Filters, and FlowВидеоSurvey of the Field: Free Tools for Dashboarding and VisualizationЧтениеCharting for Impact: Selecting the Right VisualizationВидеоHands-On Learning: Building the Integrated Dashboard in Google SheetsЗаданиеPresenting to the Steering CommitteeDIALOGUEStrategic Reporting and Dashboard ProposalЗадание
05Export and Highlight Project Tasks Fast3 материалов
Why This Project Matters: From Data to Decision in MinutesЧтениеYour Project Blueprint: Requirements and EvaluationЧтениеProject: Export and Highlight Project Tasks FastЗадание