Machine Learning Operations with Vertex AI: Model Evaluation
Completed by Benjamin Nelson
November 15, 2024
1 hours (approximately)
Benjamin Nelson's account is verified. Coursera certifies their successful completion of Machine Learning Operations with Vertex AI: Model Evaluation
What you will learn
Understand the nuances of model evaluation in both predictive and generative AI, recognizing its crucial role within the MLOps lifecycle.
Identify and apply appropriate evaluation metrics for different generative AI tasks.
Efficiently evaluate generative AI with Vertex AI's diverse evaluation services, including both computation-based and model-based methods.
Implement best practices for LLM evaluation, to ensure robust and reliable model deployment in production environments.
Skills you will gain
- Category: Model Optimization
- Category: Model Evaluation
- Category: Generative AI
- Category: Responsible AI
- Category: Continuous Monitoring
- Category: MLOps (Machine Learning Operations)
