Operational Excellence Analytics: Root Cause, SPC & Process Mining
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10 lessons3 levels1 capstone project
Use data to improve operations through root-cause analysis, Pareto/fishbone/5-Why logic, statistical process control, capability, bottleneck analysis, process mining and control plans that sustain measurable gains.
BASIC
- Lean Six Sigma in 8 Minutes — Simplilearn (Short)
Fast overview of Lean/Six Sigma and the logic of continuous improvement. - Operational Excellence and Critical Thinking — Great Learning (Medium)
Connect Kaizen, quality, process mapping and structured problem solving. - Six Sigma Full Course — Simplilearn (Long)
Deep dive into DMAIC, measurement, analysis and control methods.
INTERMEDIATE
- Data Fabric Explained — IBM Technology
Apply Operational Excellence Analytics: Root Cause, SPC & Process Mining through the adjacent capability: Intelligent Data Platform. - Intro to the Lakehouse Platform — Databricks
Apply Operational Excellence Analytics: Root Cause, SPC & Process Mining through the adjacent capability: Intelligent Data Platform. - Knowledge Graphs and Neo4j — Neo4j
Apply Operational Excellence Analytics: Root Cause, SPC & Process Mining through the adjacent capability: Graph Databases, Knowledge Graphs & GraphRAG.
ADVANCED
- Microsoft Fabric Overview — John Savill
Extend Operational Excellence Analytics: Root Cause, SPC & Process Mining into senior/production practice through Intelligent Data Platform. - How to Build a Knowledge Graph — Neo4j Live
Extend Operational Excellence Analytics: Root Cause, SPC & Process Mining into senior/production practice through Graph Databases, Knowledge Graphs & GraphRAG. - GraphRAG Explained: AI Retrieval with Knowledge Graphs & Cypher — IBM Technology
Extend Operational Excellence Analytics: Root Cause, SPC & Process Mining into senior/production practice through Graph Databases, Knowledge Graphs & GraphRAG.