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0:00 Introduction
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Classroom Contents
Fine-Tune, Serve and Scale Workflows for Large Language Models
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- 1 0:00 Introduction
- 2 1:45 Speaker Background
- 3 2:38 MLOps & LLMOps Overview
- 4 4:47 Why Workflows Matter
- 5 6:24 Best Practices for MLOps
- 6 9:33 Demo: Fine-Tuning BERT
- 7 16:15 Hands-On Setup
- 8 20:52 Simple Workflow Example
- 9 26:35 Advanced Pipeline Walkthrough
- 10 38:00 Deploying the Model
- 11 46:09 Q&A Highlights
