Course subjects
Module 1: Introduction to Project Management
Project Management Overview
Project Management Lifecycle
Advanced Project Management Tasks
Project Management Frameworks
Project Manager’s Roles and Responsibilities
Module 2: Introduction to AI and Machine Learning
Introduction to Artificial Intelligence (AI)
Introduction to Machine Learning (ML)
Neural Networks
AI and ML Applications and Trends
Case Studies on AI and ML Projects
Module 3: Project Cost and Quality Management Using AI
Introduction to Project Cost Management by AI
AI-Driven Cost Estimation and Forecasting
AI-Powered Budgeting and Resource Allocation
AI in Quality Management
Module 4: AI-Driven Project Risk Management
AI in Risk Management - An Introduction
AI for Risk Mitigation and Response
AI-Driven Risk Response Planning
AI for Financial and Resource Risk Management
AI in Risk Management: The Future Scope
Case Study – AI-based Project Risk Management
Module 5: AI for Project Scheduling and Work Breakdown Structure (WBS)
Introduction to Work Breakdown Structure (WBS)
AI for WBS Creation
AI in Project Scheduling
AI for Resource-Constrained Scheduling
Case Studies: AI-based WBS and AI Algorithms for Project Scheduling
Module 6: Effective Project Budgeting Using AI
Introduction to AI in Budgeting
AI for Estimating Costs and Budget Allocation
AI for Budget Optimisation
Future of AI in Project Budgeting
Case Study: AI Algorithms for Project Scheduling, AI-Based Model for Estimating Costs and Budget Allocation
Module 7: AI for Planning Human Resources
Introduction to AI in Human Resource Planning
AI for Workforce Allocation
AI in Skill Matching and Employee Performance Analysis
The Future of AI in Human Resource Planning
Case Studies: Designing AI-Based Models for HR Planning
Module 8: Stakeholder Management Using AI
Introduction to Stakeholder Management and AI
Identifying and Categorising Stakeholders Using AI
Stakeholder Conflicts Management with AI
Ethics and Future Prospects in AI-based Stakeholder Management
Case Studies: AI Tools for Stakeholder Management
Module 9: AI-based Project Monitoring
Introduction to AI in Human Resource Planning
AI-based Tools for Monitoring Project Progress
AI for Risk Monitoring
Case Studies: AI Tools for Project Monitoring
Module 10: Transformative Role of Project Management
Current State of AI in Project Management
Ethical Management Considerations in AI-Based Project
Technical Challenges in AI Integration
Additional Module: AI Agents for Project Managers
Understanding AI Agents
How Does an AI Agent Work
Applications and Trends of AI Agents in Project Management
Core Characteristics of AI Agents
Significance of AI Agents in Project Management
Types of AI Agents
Case Study
Hands-On Activity
