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LLM Evaluation Course – Benchmarks, Test Cases & AI Product Evaluation
How to evaluate an LLM application

How to evaluate an LLM application

LLM Evaluation Course – Benchmarks, Test Cases & AI Product Evaluation

محتوى الكورس

جميع الدروس
13 درس
01:32 Welcome to the LLM evaluation course
03:08 What is an LLM-powered product?
03:07 LLM evaluation benchmarks
06:00 How to evaluate an LLM application
06:06 LLM evaluation datasets: test cases and synthetic data
05:10 LLM evaluation methods and metrics
05:41 LLM-as-a-judge: evaluating LLMs with LLMs
12:27 How to run LLM evals with no code | PRACTICE
05:11 LLM safety and red-teaming
05:09 LLM observability in production: tracing and online evals
06:05 AI agent and RAG evaluation
04:06 A business case for LLM evaluations
02:34 How to continuously improve LLM products?