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AI Interview MasteryMid → SeniorNEW
LLM Evaluation Q&A
Evals, benchmarks, and testing questions for AI engineering interviews. How do you know if your LLM system is working? How do you measure quality, catch regressions, and compare models systematically?
4.8rating1,290 students1h 20m total16 lessons
What you'll learn
Explain why traditional software tests don't work for LLM evaluation
Build a golden dataset for LLM evaluation
Apply BLEU, ROUGE, and perplexity correctly (and when not to)
Use LLM-as-judge for automated qualitative evaluation
Run A/B tests on prompts and model versions
Detect regressions in LLM output with automated evals in CI
Final Project
Build an eval harness that tests a chatbot on 50 golden questions using LLM-as-judge and reports a quality score
Curriculum
16 lessons · 1h 20mCourse Info
Lessons16 lessons
Total time1h 20m
LevelMid → Senior
Students1,290
Rating4.8 / 5.0