Machine Learning Modeling Pipelines in Production_Quiz

개요

Coursera ML Ops Course 3 Quiz

1. Hyperparameter Tuning and Neural Architecture Search

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

  

  

  

  2. AutoML

  

  

  

  

  

  

  

  

3. Dimensionality Reduction

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

  

  

  

  

4. Quantization and Pruning

5. High-Performance Modeling

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

  

  

  

6. Knowledge Distillation

7. Model Analysis

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

  

  

8. Model Analysis and Debugging

9. Continuous Evaluation and Monitoring

10. Explainable AI

• Link: https://www.coursera.org/learn/machine-learning-modeling-pipelines-in-production/home/week/5

  

  

11. Interpretability

12. Understanding Model Predictions