Wow AI
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Wow AI

6 Levels of ML Adoption shared by Ali Arsanjani, Director of Cloud Partner Engineering at Google Cloud

Where are you in the AI/ML journey?

Photo by Wow AI

6 levels of organizational maturity of AI/ML

Addressing 4 hidden technical debts in ML systems

Data Testing Debt

Reproducibility Debt

Process Management Debt

Cultural Debt

6 Components of ML adoption

Key components of the ML journey in more detail

Component 1: Data & The Data Lake

Component 2: The Feature Store

Component 3 & 4: Experiments and the Model Registry

Component 5: The MLOps Pipeline

Screenshot is taken from Ali Arsanjani’s presentation



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