Evaluate & Optimize LLM Performance
Completed by Yanyu Zhang
May 2, 2026
3 hours (approximately)
Yanyu Zhang's account is verified. Coursera certifies their successful completion of Evaluate & Optimize LLM Performance
What you will learn
Evaluate LLMs using metrics like BLEU & ROUGE run A/B tests for statistical significance, and optimize model performance with data-driven strategies.
Skills you will gain
- Category: Embeddings
- Category: Large Language Modeling
- Category: Statistical Hypothesis Testing
- Category: LLM Application
- Category: Natural Language Processing
- Category: Statistical Analysis
- Category: Model Evaluation
- Category: Statistical Methods
- Category: Probability & Statistics
- Category: Statistical Inference
- Category: Prompt Engineering
- Category: Data-Driven Decision-Making
