Complete Beginner's Course on AI Evaluations: Step by Step (2025) | Aman Khan

Today, I want to share a new episode with Aman Khan.The best way
to learn about AI evaluations is to watch 2 PMs build them live
from scratch. In our new episode, Aman and I walk through
creating evals for an AI customer support agent — from labeling a
golden dataset to aligning LLM judges. This is the complete
beginners AI eval course you've been waiting for.Aman and I
talked about:


(00:00) What are AI evals and how to get good at them


(02:52) The 4 types of AI evaluations everyone should know


(06:08) Live demo: Building evals for a customer support agent


(10:29) Using Anthropic's console to generate great prompts


(15:13) Creating the evaluation criteria


(17:40) Adding human labels to the golden dataset


(31:05) Scaling evals with LLM-judge prompts


(38:21) How to align LLM judges with human judgmentGet the
takeaways:
https://creatoreconomy.so/p/complete-beginner-course-on-ai-evaluations-aman-khanWhere
to find Aman:


X: https://www.linkedin.com/in/amanberkeley/


Website: https://arize.com/ Subscribe to this channel – more
interviews coming soon!