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00:00 Introduction to Machine Learning in DevOps Security
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Classroom Contents
Machine Learning in the DevSecOps Pipeline
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- 1 00:00 Introduction to Machine Learning in DevOps Security
- 2 00:59 The Evolving Security Landscape
- 3 02:03 Performance Metrics of ML-Enhanced Security Tools
- 4 02:57 Supervised Learning for Vulnerability Detection
- 5 04:04 Unsupervised Learning for Anomaly Detection
- 6 05:04 Machine Learning in Container Security
- 7 06:02 NLP for Infrastructure as Code Security
- 8 07:09 ML-Augmented CI/CD Security Pipeline
- 9 08:21 Case Study: Financial Services Implementation
- 10 09:22 Implementation Framework for ML Security
- 11 10:16 Key Takeaways and Next Steps
