Coursera

Advanced Project Operations & Automation 专项课程

Coursera

Advanced Project Operations & Automation 专项课程

Advanced Project Operations With AI Automation. Learn advanced automation, AI integration, and analytics for strategic project leadership.

LearningMate

位教师:LearningMate

包含在 Coursera Plus

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推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入学习学科知识
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推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Implement sophisticated automation workflows and AI-powered tools that eliminate manual processes and predict project risks with precision

  • Apply advanced project analytics including earned value management, resource optimization, and performance measurement for strategic control

  • Design intelligent communication protocols and data-driven operational systems that optimize team performance and stakeholder engagement

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授课语言:英语(English)
最近已更新!

December 2025

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

精进特定领域的专业知识

  • 向大学和行业专家学习热门技能
  • 借助实践项目精通一门科目或一个工具
  • 培养对关键概念的深入理解
  • 通过 Coursera 获得职业证书

专业化 - 17门课程系列

您将学到什么

  • Learners will analyze timelines, identify dependency bottlenecks, assess risks, and create mitigation plans to ensure projects stay on schedule.

您将获得的技能

类别:Project Schedules
类别:Dependency Analysis
类别:Project Risk Management
类别:Case Studies
类别:Risk Mitigation
类别:Risk Analysis
类别:Scheduling

您将学到什么

  • Interpret Agile metrics to find impediments and build automation rules in Jira to escalate tasks and maintain smooth project workflows.

您将获得的技能

类别:Root Cause Analysis
类别:Automation
类别:Backlogs
类别:Data-Driven Decision-Making
类别:Project Controls
类别:Performance Measurement
类别:Business Workflow Analysis
类别:Project Performance
类别:Automation Engineering
类别:Process Analysis
类别:Issue Tracking
类别:Process Design
类别:Performance Metric
Choose Best Project Management Methods

Choose Best Project Management Methods

第 3 门课程 2小时

您将学到什么

  • Learners will evaluate and recommend appropriate project management methodologies based on specific project constraints and requirements.

您将获得的技能

类别:Waterfall Methodology
类别:Agile Methodology
类别:Project Design
类别:Project Coordination
类别:Project Planning
类别:Decision Making
类别:Agile Project Management
类别:Project Management
类别:Stakeholder Engagement
Hybrid Project Plans and Changes

Hybrid Project Plans and Changes

第 4 门课程 2小时

您将学到什么

  • Learners will create and manage hybrid project plans, analyze scope changes, and maintain project timelines using Waterfall and Agile methods.

您将获得的技能

类别:Planning
类别:Project Estimation
类别:Change Orders
类别:Project Schedules
类别:Change Control
类别:Sprint Planning
类别:Analysis
类别:Initiative and Leadership
类别:Waterfall Methodology
类别:Scheduling
类别:Project Planning
类别:Timelines

您将学到什么

  • Analyze resource data to spot over-allocations (>120%) and propose mitigation actions like task re-sequencing to balance project workloads.

您将获得的技能

类别:Data-Driven Decision-Making
类别:Resource Management
类别:Data Visualization
类别:Stakeholder Communications
类别:Resource Planning
类别:Project Coordination
类别:Capacity Management
类别:Resource Allocation
类别:Capacity Planning
类别:Performance Measurement
类别:Business Communication
类别:Risk Mitigation
类别:Project Management
类别:Spreadsheet Software

您将学到什么

  • Use earned value metrics (CPI & SPI) to evaluate project cost and schedule performance and recommend data-based actions for improvement.

您将获得的技能

类别:Earned Value Management
类别:Scheduling
类别:Variance Analysis
类别:Budget Management
类别:Project Controls
类别:Performance Metric
类别:Strategic Decision-Making

您将学到什么

  • Identify tasks for AI automation and use automated tools to prioritize project backlogs, applying critical human oversight to the results.

您将获得的技能

类别:Backlogs
类别:Automation
类别:Prioritization
类别:Generative AI Agents
类别:Project Management Software
类别:Delegation Skills
类别:Workflow Management
类别:Business Process Automation
类别:AI Enablement
类别:Administrative Support
类别:Project Management
类别:Strategic Prioritization

您将学到什么

  • Integrate tools like Trello and Slack to automate project updates, save time, and ensure real-time team communication.

您将获得的技能

类别:Automation
类别:Verification And Validation
类别:Project Management
类别:Project Management Software
类别:Productivity Software
类别:Collaborative Software
类别:Cloud-Based Integration
类别:Internal Communications
Automate WIP Limits for Agile Projects

Automate WIP Limits for Agile Projects

第 9 门课程 2小时

您将学到什么

  • Apply automation rules to enforce Work-In-Progress (WIP) limits, prevent bottlenecks, and improve team focus in Agile projects.

您将获得的技能

类别:Business Process Automation
类别:Process Improvement
类别:Workflow Management
类别:Agile Project Management
类别:Slack (Software)
类别:Agile Methodology
类别:Scrum (Software Development)
类别:Scenario Testing

您将学到什么

  • Design and build multi-step automations to connect project management, documentation, and communication tools, eliminating repetitive manual tasks.

您将获得的技能

类别:Automation
类别:Process Design
类别:Workflow Management
类别:Project Management Software
类别:Data Integration
类别:Systems Thinking
类别:Business Process Automation
类别:Process Improvement
类别:No-Code Development
类别:Collaborative Software
类别:Slack (Software)
类别:Cloud-Based Integration
Project Status Reports with AI

Project Status Reports with AI

第 11 门课程 2小时

您将学到什么

  • Learn to transform raw project data into clear, concise status reports using AI, improving stakeholder communication and decision-making.

您将获得的技能

类别:Project Coordination
类别:Dashboard
类别:Strategic Decision-Making
类别:Project Management
类别:Business Reporting
类别:Stakeholder Communications
类别:AI Enablement
类别:Risk Management

您将学到什么

  • Evaluate AI risk predictions using performance metrics like precision and recall to make data-driven model adoption decisions.

您将获得的技能

类别:Model Evaluation
类别:Performance Metric
类别:Strategic Decision-Making
类别:Technical Communication
类别:Predictive Modeling
类别:Risk Analysis
类别:Data-Driven Decision-Making
Automate Reports and Dashboards with AI

Automate Reports and Dashboards with AI

第 13 门课程 2小时

您将学到什么

  • Use AI to automate project reports and create dashboards to monitor key metrics, enhancing reporting efficiency and decision-making.

您将获得的技能

类别:Project Management Software
类别:Data-Driven Decision-Making
类别:Data Visualization
类别:Risk Analysis
类别:Project Risk Management
类别:Project Performance
类别:Performance Reporting
类别:Interactive Data Visualization
类别:Project Portfolio Management

您将学到什么

  • Design and implement communication protocols to improve team alignment, manage stakeholder expectations, and drive predictable project success.

您将获得的技能

类别:Performance Metric
类别:Stakeholder Management
类别:Project Management
类别:Communication Planning
类别:Project Management Life Cycle
类别:Process Improvement

您将学到什么

  • Use survey data and feedback analysis to improve change communication, drive user adoption, and ensure successful project launches.

您将获得的技能

类别:Communication Strategies
类别:Data Analysis
类别:Business Transformation
类别:Key Performance Indicators (KPIs)
类别:Agile Project Management
类别:Change Management
类别:Surveys
类别:Performance Metric
类别:Data Presentation
类别:Organizational Change
类别:Data-Driven Decision-Making
类别:Stakeholder Communications
类别:Case Studies
类别:Stakeholder Management
类别:User Feedback
类别:Communication

您将学到什么

  • Learners will be able to analyze team meeting schedules and propose actionable changes to enhance productivity.

您将获得的技能

类别:Drive Engagement
类别:Proposal Development
类别:Business Workflow Analysis
类别:Auditing
类别:Meeting Facilitation
类别:Productivity
类别:Team Performance Management
类别:Data-Driven Decision-Making
类别:Scheduling
类别:Business Metrics
类别:Process Optimization
类别:Time Management
类别:Process Development
类别:Performance Analysis
类别:Consolidation
类别:Calendar Management

您将学到什么

  • Learners will analyze collaboration data, create performance visualizations, and make data-driven recommendations to improve team efficiency.

您将获得的技能

类别:Performance Analysis
类别:Data Visualization
类别:Collaborative Software
类别:Communication Systems
类别:Analysis
类别:Key Performance Indicators (KPIs)
类别:Data-Driven Decision-Making
类别:Data Presentation
类别:Performance Measurement
类别:Test Tools
类别:Operational Analysis
类别:Virtual Teams
类别:Collaboration
类别:Team Performance Management
类别:Performance Metric
类别:Report Writing
类别:Box Plots
类别:Business Metrics

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