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AI-Powered Root-Cause Analysis Specialist (Accredited)
Course Introduction
Course Introduction (6:48)
Download Center
Introduction to Root-Cause Identification
Section Introduction (0:42)
What is root-cause identification vs. RCA, vs. problem-solving? (4:30)
Where this skill fits in the broader RCA, DMAIC, 8D, and PDCA (3:32)
How AI Is Transforming Root-Cause Identification (4:10)
When to Use AI (and When Not To) in Root-Cause Work (4:04)
Story Time - The Case of the Cold Coffee (1:48)
AI-Powered Root-Cause Analysis Specialist Certification: Recap: Introduction to Root-Cause Identification
AI-Powered Root-Cause Analysis Specialist: Video Quiz - Introduction to Root-Cause Identification (6:23)
Section Conclusion (0:33)
Foundations – How Root Causes Work
Section Introduction (0:34)
Symptom vs. apparent cause vs. root cause (3:38)
Using AI to Distinguish Between Symptoms, Apparent Causes, and Root Causes (5:56)
Cause chains and cause-effect logic (4:03)
Using AI to Build and Analyze Cause Chains (4:33)
Story Time: The Evil Microwave Mystery (1:33)
AI-Powered Root-Cause Analysis Specialist Certification: Recap: Foundations – How Root Causes Work
AI-Powered Root-Cause Analysis Specialist: Video Quiz - Foundations – How Root Causes Work (6:53)
Section Conclusion (0:30)
Tools for Identifying Root Causes
Section Introduction (0:25)
Overview of the 4 Root-Cause Identification Tools (3:21)
Choosing the Right Tool – Matching Method to Problem Type (3:25)
AI-Powered Root-Cause Analysis Specialist Certification: Recap: Tools for Identifying Root Causes
AI-Powered Root-Cause Analysis Specialist: Video Quiz - Tools for Identifying Root Causes (5:15)
Section Conclusion (0:21)
AI and SIPOC - Mapping the Big Picture with AI Assistance
Section Introduction (0:39)
Introduction to SIPOC Mapping (3:51)
Why Use AI for SIPOC Creation? (3:52)
Mechanics of Prompting AI to Build a SIPOC (3:40)
Good vs. Bad Prompt Structures (4:09)
Building Your First SIPOC with AI (Step-by-Step Tutorial) (4:13)
Refining and Validating the SIPOC Output (3:37)
Common Pitfalls and Best Practices (3:59)
AI-Powered Root-Cause Analysis Specialist Certification: Recap: AI and SIPOC - Mapping the Big Picture with AI Assistance
AI-Powered Root-Cause Analysis Specialist: Video Quiz - AI and SIPOC - Mapping the Big Picture with AI Assistance (5:46)
Section Conclusion (0:35)
AI and 5 Whys
Section Introduction (0:39)
Introduction to the 5 Whys Technique (3:59)
Why Use AI with the 5 Whys? (3:32)
Mechanics of Prompting for 5 Whys with AI (4:47)
Example: 5 Why’s with AI (4:20)
Building Your First 5 Whys with AI (Step-by-Step Tutorial) (4:38)
Iterating and Validating AI’s 5 Whys Output (3:43)
Common Pitfalls and Best Practices (4:34)
AI-Powered Root-Cause Analysis Specialist Certification: Recap: AI and 5 Whys
AI-Powered Root-Cause Analysis Specialist: Video Quiz - AI and 5 Whys (6:06)
Section Conclusion (0:39)
AI and Fishbone Diagram - Structuring Causes with AI Assistance
Section Introduction (0:41)
Introduction to the Fishbone Diagram (3:38)
Why Use AI with a Fishbone Diagram? (3:49)
Mechanics of Prompting for Fishbone with AI (3:59)
Good vs. Bad Prompt Structures (3:46)
Building Your First Fishbone with AI (Step-by-Step Tutorial) (3:39)
Refining and Validating AI-Generated Causes (4:37)
Pitfalls and Best Practices (4:14)
AI-Powered Root-Cause Analysis Specialist Certification: Recap: AI and Fishbone Diagram - Structuring Causes with AI Assistance
AI-Powered Root-Cause Analysis Specialist: Video Quiz - AI and Fishbone Diagram - Structuring Causes with AI Assistance (5:34)
Section Conclusion (0:37)
AI and Affinity Diagrams - Clustering Ideas with AI Intelligence
Section Introduction (0:41)
Introduction to Affinity Diagrams (5:00)
Why Use AI for Affinity Diagrams? (4:41)
Mechanics of Prompting AI to Create an Affinity Diagram (4:39)
Good vs. Bad Prompt Structures (4:21)
Building Your First AI-Powered Affinity Diagram (Step-by-Step Tutorial) (6:26)
Refining and Validating AI Groupings (4:20)
Pitfalls and Best Practices (4:15)
AI-Powered Root-Cause Analysis Specialist Certification: Recap: AI and Affinity Diagrams - Clustering Ideas with AI Intelligence
AI-Powered Root-Cause Analysis Specialist: Video Quiz - AI and Affinity Diagrams - Clustering Ideas with AI Intelligence (4:49)
Section Conclusion (0:37)
Common Pitfalls and Best Practices in Root-Cause Identification
Section Introduction (0:23)
Common Pitfalls (4:22)
Best Practices (4:40)
AI-Powered Root-Cause Analysis Specialist Certification: Recap: Common Pitfalls and Best Practices in Root-Cause Identification
AI-Powered Root-Cause Analysis Specialist: Video Quiz - Common Pitfalls and Best Practices in Root-Cause Identification (4:54)
Section Conclusion (0:19)
Conclusion
Course Conclusion (3:21)
Course Feedback
AIGPE's Root-Cause Analysis Specialist Certification Exam
How to achieve AIGPE's Root-Cause Analysis Specialist Certification
Iterating and Validating AI’s 5 Whys Output
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