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SecMLOps - Model Deployment & Monitoring
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Classroom Contents
Implementing SecMLOps at Every Stage of the ML Pipeline
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- 1 Intro
- 2 Motivation
- 3 Al Security Headline News...
- 4 Data Privacy Laws
- 5 What does it mean for ML?
- 6 Current Challenges
- 7 Possible Solutions..@ Org Level
- 8 Stages of Security in ML Projects
- 9 Stage: Beginner
- 10 Beginner Outcome
- 11 Stage: Advanced
- 12 Stage: PRO
- 13 ML System Architecture
- 14 ML System Components
- 15 SecMLOps - Data Engineering
- 16 SecMLOps - Model Deployment & Monitoring
- 17 Conclusions
