Deploying Machine Learning Models in Production_Quiz

개요

• Coursera ML Ops Course 4 Quiz

1. Introduction to Model Serving

• Link: https://www.coursera.org/learn/deploying-machine-learning-models-in-production/home/week/1

  

  

  

2. Introduction to Model Serving Infrastructure

3. TensorFlow Serving

4. Model serving architecture

• Link: https://www.coursera.org/learn/deploying-machine-learning-models-in-production/home/week/2

  

  

5. Scaling Infrastructure

6. Online Inference

7. Data Preprocessing

8. Batch inference scenarios

9. Batch Processing with ETL

10. ML Experiments Management and Workflow Automation

• Link: https://www.coursera.org/learn/deploying-machine-learning-models-in-production/home/week/3

  

  

  

  

11. MLOps Methodology

12. Model Management and Deployment Infrastructure

13. Model Monitoring and Logging

• Link: https://www.coursera.org/learn/deploying-machine-learning-models-in-production/home/week/4

  

  

  

14. Model Decay

15. GDPR and Privacy