Completed
17:17 Core Takeaways and Conclusion
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Securing AI Pipelines from Development to Production
Automatically move to the next video in the Classroom when playback concludes
- 1 00:00 Introduction and Speaker Background
- 2 00:23 The New Battlefield: ML Ops Security Challenges
- 3 01:53 Agenda Overview
- 4 02:35 Defining the Core Problem
- 5 03:52 Hidden Threats in ML Ops
- 6 05:03 Introducing Zero Trust
- 7 06:21 Implementing Zero Trust in ML Lifecycle
- 8 07:04 Stage 1: Securing Data Preparation
- 9 08:08 Stage 2: Model Training and Validation
- 10 09:32 Stage 3: Deployment and Serving
- 11 10:43 Stage 4: Monitoring and Governance
- 12 12:46 Real-World Impact and Case Studies
- 13 13:57 Actionable Steps to Begin
- 14 15:05 Tools and Common Pitfalls
- 15 17:17 Core Takeaways and Conclusion
