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Welcome to the Seohyun's MLOps Curriculum wiki!

Table Of Contents

Introduction

What is DevOps

What is MLOps

Phase 1: Basic DevOps

1. Git
2. Restful API-2.-RESTful-API)
3. Database
4. Develop
5. Docker
6. Cloud Computing Service

Phase 2: Advanced DevOps

1. Testing
2. CI/CD
3. IaC
4. Monitoring
5. Load Balancing
6. Architecture

Phase 3: MLOps

1. Beginning MLOps
2. Machine Learning
3. Data Pipeline
4. ML Model Serving
5. Continuous Training
6. ML Design Patterns