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01:38 Current State of ML in Financial Services
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Classroom Contents
MLOps at Scale - Financial Risk and Fraud Detection
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- 1 00:00 Introduction and Background
- 2 00:48 Exploring ML Ops in Financial Services
- 3 01:38 Current State of ML in Financial Services
- 4 04:38 Core Components of Financial ML Ops
- 5 05:47 Infrastructure as Code and CI/CD Pipelines
- 6 07:33 Advanced Monitoring and Automated Workflows
- 7 09:18 Governance, Compliance, and Cloud Implementation
- 8 10:25 Real-Time Scaling and Model Validation
- 9 11:39 Cross-Functional ML Ops Team Structure
- 10 12:10 Conclusion and Key Takeaways
