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AI+ Program Director Practitioner™
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Introducción
Course Introduction
Introduction
Module 01: Foundations of AI for Program Strategy
Module 01: Foundations of AI for Program Strategy
Audio Book: Foundations of AI for Program Strategy
Podcast: Foundations of AI for Program Strategy
1.1 Understanding AI, ML, and DL
1.2 AI Lifecycle and Real-World Applications
1.3 Societal Impact of AI
1.4 Use Case: Triage System (AI for Emergency Services)
1.5 Case Study: Retail Recommendation System (Personalizing Customer Experience)
Activity: Pop-up
Quiz
Hands - On
Module 02: Identifying AI Opportunities and Use Cases
Module 02: Identifying AI Opportunities and Use
Audio Book: Identifying AI Opportunities and Use Cases
Podcast: Identifying AI Opportunities and Use Cases
2.1 AI Strategy Alignment Frameworks
2.2 How AI Improves Processes
2.3 Prioritization Techniques: Weighted Scoring and Risk-Adjusted ROI
2.4 Use-Case: Financial AI - Fraud Detection Systems Using AI
2.5 Case Study: AI-Driven Project Management System for a Program Director
Activity: Sequence
Quiz
Hands - On
Module 03: Governance and Ethics in AI
Audio Book: Governance and Ethics in AI
Podcast: Governance and Ethics in AI
3.1 Fairness, Accountability, and Transparency in AI
3.2 Governance Models and Regulations (EU AI Act and NIST AI RFM)
3.3 Sources of Bias in AI: Data, Algorithms, and Human Oversight
3.4 Techniques for Mitigating Bias: Diverse Datasets, Bias Testing, and Human-in-the-Loop
3.5 Use-case: Auditing Bias in AI-Powered Recruitment
3.6 Case Study: Mitigating Algorithmic Bias in Credit Scoring Models
Activity: Scenario Activity
Quiz
Hands - On
Module 04: AI Project Lifecycle and Integration
Audio Book: AI Project Lifecycle and Integration
Podcast: AI Project Lifecycle and Integration
4.1 AI Project Planning and CRISP-DM
4.2 Integration: Build vs Buy vs Partner
4.3 AI Project Management Tools
4.4 Case Studies: AI for Predictive Maintenance: Using AI for Asset Management in Manufacturing
Activity: Tab
Quiz
Hands - On
Module 05: Data Strategy and Infrastructure for AI
Module 05: Data Strategy and Infrastructure for AI
Audio Book: Data Strategy and Infrastructure for AI
Podcast: Data Strategy and Infrastructure for AI
5.1 Data Governance and Quality
5.2 Setting up Data Pipelines for AI
5.3 Sensitive Data Management
5.4 Use Case
5.5 Case Study
Activity: Short Answer
Quiz
Hands - On
Module 06: AI Integration: Build vs Buy vs Partner
Module 06: AI Integration: Build vs Buy vs Partner
Audio Book: AI Integration: Build vs Buy vs Partner
Podcast: AI Integration: Build vs Buy vs Partner
6.1 Evaluating AI Solutions
6.2 Vendor Evaluation and Management
6.3: Use Case: AI Vendor Selection
Activity: Case Study Analysis
Quiz
Hands - On
Module 07: AI Risk Management and Compliance
Audio Book: AI Risk Management and Compliance
Podcast: AI Risk Management and Compliance
7.1 AI Regulatory Frameworks: EU AI Act, GDPR, and NIST AI RMF
7.2 Bias Detection and Mitigation
7.3 Use Case: Facial Recognition Bias
7.4 Case Study: AI Compliance in Finance
Activity: Drag-and-drop
Quiz
Hands - On
Module 08: AI Tools and Techniques for Project Management
Audio Book: AI Tools and Techniques for Project Management
Podcast: AI Tools and Techniques for Project Management
8.1 AI Project Management Tools
8.2 Data Management Tools
8.3 Case Study: Using Project Management Tools for AI Deployment in the Retail Sector
8.4 Use Case: Using Project Management Tools for AI Deployment in the Retail Sector
Activity: Hotspot
Quiz
Hands - On
Module 09: Leadership in AI
Module 09: Leadership in AI
Audio Book: Leadership in AI
Podcast: Leadership in AI
9.1 Leading AI Teams and Change Management
9.2 Best Practices for Communicating AI Progress
9.3 Steps for Communicating AI Progress
9.4 Use Case: AI in Manufacturing
Activity: Tab
Quiz
Hands - On
Module 10: Scaling AI Initiatives
Module 10: Scaling AI Initiatives
Audio Book: Scaling AI Initiatives
Podcast: Scaling AI Initiatives
10.1 From Pilot to Full-Scale Deployment
10.2 Organizational Maturity Models for AI
10.3 Use Case: Scaling AI in Retail
Activity: True/False
Quiz
Hands - On
Module 11: Future Trends in AI
Module 11: Future Trends in AI
Audio Book: Future Trends in AI
Podcast: Future Trends in AI
11.1 Emerging AI Technologies
11.2 Use Cases: AI in Autonomous Vehicles
11.3 Case Studies: AI in Autonomous Vehicles
Activity: Accordion
Quiz
Hands - On
Module 12: Capstone Project and Presentation
Module 12: Capstone Project and Presentation
Audio Book: Capstone Project and Presentation
Podcast: Capstone Project and Presentation
12.1 Introduction to Capstone Project
Quiz
Resources
AI + Program Director Practitioner Blueprint
AI + Program Director Practitioner Detailed curriculum
AI+ Program Director Practitioner References and Resources
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Program Director Practitioner Examination
AI+ Program Director Practitioner Examination
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AI+ Program Director Practitioner™
Skill Level
:
Beginner
certificate name
:
AI+ Program Director Director™
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Course Layout
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