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AI+ Agile Project Management Fundamentals™
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Introduction
Course Introduction
Audio Book: Introduction AI+ Agile Project Management
Module 01: Fundamentals of AI in Agile Project Management
Module 1: Agile Project Management
Audio Book: AI+ Agile Project Management
Podcast: Agile Project Management
1.1 Advanced AI Algorithms for Agile
1.2 AI-Driven Adaptation in Agile Projects
1.3 Steps for Implementing AI for Dynamic Adjustments
1.4 Case Studies on AI-Enhanced Sprint Planning and Performance Forecasting
Activity: Sequence Arrangement
Quiz
Module 02: Data Literacy for Agile Project Managers
Module 2: Agile Project Management (copy)
Audio Book: AI+ Agile Project Management
Podcast: Agile Project Management
2.1 Integrating Big Data in Agile Workflows for Enhanced Predictive Analysis
2.2 Advanced Techniques for Big Data Integration
2.3 Big Data Integration in a Sprint Forecasting Workflow
2.4 Big Data Techniques and Agile Applications
2.5 Exploring AI-Driven Decision Models: Theory and Core Concepts
2.6 Types of AI-Driven Decision Models
2.7 Step-by-Step Workflow for AI Decision Model Integration
2.8 AI Models and Their Functions
2.9 Case Study: AI-Driven Sprint Timeline Optimization at Amazon Marketplace
2.10 Simulation Exercise: AI-Driven Sprint Prediction
Activity: Tab
Quiz
Hands - On
Module 03: AI for Resource and Team Management
Module 3: Agile Project Management
Audio Book: Agile Project Management
Podcast: Agile Project Management
3.1 Machine Learning in Predictive Resource Management
3.2 Applying ML in Projects
3.3 Foundations of AI-Driven Agile Metrics and Core Concepts
3.4 Implementing AI to Track and Predict Agile Metrics
3.5 Simulation Exercise: AI-Assisted Resource Forecasting Dashboard
3.6 Use-case: AI-Driven Predictive Resource Analytics to Reduce Delivery Delays
3.7 Case Study: AI-Driven Predictive Resource Management for Agile Release Planning
Activity: Multiple Choice Question
Quiz
Hands - On
Module 04: Predictive Analytics in Agile Project Management
Module 4: Agile Project Management
Audio Book: Agile Project Management
Podcast: Agile Project Management
4.1 Deep Learning for Predictive Modelling
4.2 Common Deep Learning Model Choices
4.3 Deep Learning Sprint Risk Prediction: Practical Insights for Project Managers
4.4 AI in Risk Management: Understanding Data Patterns, Indicators, Models, and Scoring
4.5 Proactive Project Management: Using AI to Predict Delays and Shortages
4.6 Case Study: Predicting and Preventing Agile Project Delays Using Deep Learning in a Global Fintech Startup
4.7 Simulation Exercise - Management Resource Shortage Forecasting
Activity: Case Study
Quiz
Hands - On
Module 05: AI in Project Monitoring and Reporting
Module 5: Agile Project Management
Audio Book: Agile Project Management
Podcast: Agile Project Management
5.1 Real-Time Monitoring with AI
5.2 Detailed Steps: How AI Tools Perform Ongoing Monitoring?
5.3 AI-Enhanced Reporting
5.4 How AI Automates Advanced Agile Reports (Step-by-Step)?
5.5 Hands-On Simulation Exercise: AI-Driven Agile Sprint Monitoring and Team Health Dashboard
5.6 Use-case: AI-Driven Sprint Monitoring and Workload Optimization in a Large E-Commerce Platform
5.7 Case Study: Using AI-Driven Real-Time Monitoring to Detect and Prevent Team Burnout in Agile Delivery
Activity: Accordion
Quiz
Hands - On
Module 06: Ethics, Bias, and Regulation in AI for Project Management
Audio Book: Agile Project Management
Podcast: Agile Project Management
6.1 Advanced Ethical Considerations: Decision-Making Transparency
6.2 Unintended Consequences of AI Predictions and Ethical Leadership
6.3 Regulatory Compliance in Agile AI
6.4 Case Study: Mitigating AI Bias in Global Healthcare Resource Allocation
6.5 Simulation Exercise -Ethical AI Decision-Making for Agile Resource Allocation Using Ethical AI Analysis Dashboard
Activity: True or False
Quiz
Hands - On
Module 07: Evaluating and Implementing AI Tools in Agile Projects
Module 7: Agile Project Management
Audio Book: Agile Project Management
Podcast: Agile Project Management
7.1 Evaluating Return on Investment (ROI) in Agile AI Tools
7.2 Measuring Effectiveness and Evaluating Adaptability
7.3 Change Management Strategies for AI in Agile
7.4 Simulation Exercise: Evaluating AI Project Management Tools Using an Interactive Lovable Dashboard
7.5 Use Case: AI-Powered Agile Risk Prediction for Digital Banking Transformation
7.6 Case Study: AI-Automated Reporting and Risk Forecasting in Agile Consulting
Activity: Tab
Quiz
Hands - On
Module 08: Future Trends and AI in Agile Project Management
Module 8: Agile Project Management
Audio Book: Agile Project Management
Podcast: Agile Project Management
8.1 The Future of Autonomous Project Management
8.2 AI in Remote and Distributed Agile Teams
8.3 Case Study - Autonomous AI in Project Management
8.4 Simulation Exercise: AI-Driven Collaboration Optimization for Remote Agile Teams using Dashboard
8.5 AI-Enhanced Agile and Its Future
Activity: Problem Statement
Quiz
Hands - On
Course Summary
Course Summary
Resources
AI+ Agile Project Management Blueprint
AI+ Agile Project Management Detailed Curriculum
AI+ Agile Project Management Tools
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Agile Project Management Examination
AI+ Agile Project Management Examination
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