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LLM evaluation with W&B
Weights & Biases · evals, llm apps, observability, mlops
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
13 matches for "Evaluation"
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
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AI Evals for Engineers & PMs
Hamel Husain and Shreya Shankar · evals, product, llm reliability
Educators
Ben Lorica
The Data Exchange · Intermediate
Good practitioner interviews across data, ML, and AI engineering.
Skills
Data systems, ML engineering, AI trends
Greg Kamradt
Data Independent AI tutorials · Beginner to intermediate
Practical walkthroughs for retrieval, LLM application patterns, and common developer questions.
Skills
RAG, LLM apps, Prompting, Evaluation
Providers and platforms
Weights & Biases
W&B Courses · Intermediate
Good for builders who need to measure, debug, and improve LLM apps rather than just demo them.
Topics
LLM apps, Evals, Experiment tracking, MLOps
Humanloop
Humanloop Blog and Docs · Intermediate
Useful for teams building repeatable AI product processes around prompts, datasets, and evaluations.
Topics
Prompt management, Evals, LLM workflows
Stanford CS229
Stanford CS229 Machine Learning · Intermediate
A strong foundation for people who need the math and modeling basics under applied AI.
Topics
ML foundations, Supervised learning, Unsupervised learning, Model evaluation
OpenRouter
OpenRouter docs · Beginner to intermediate
Useful for learning model comparison, routing, fallback behavior, and API-compatible experimentation across proprietary and open model families.
Topics
Model routing, Model comparison, Auto Router, GPT models, Claude models, Gemini, Llama, Mistral, DeepSeek, Qwen, API examples, Evaluation
Resources
Building and Evaluating Advanced RAG Applications
Short course · DeepLearning.AI · Intermediate
You already know basic RAG and need better retrieval, evaluation, and production-quality patterns.
rag, evals, retrieval, llm apps, ai engineering
Hugging Face smol-course
Free course · Hugging Face · Intermediate
You want a current structured course on instruction tuning, fine-tuning, and evaluation around compact open models.
fine-tuning, post-training, open models, evaluation, smollm
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W&B LLM Evaluation Course
Free course · Weights & Biases · Intermediate
You need to debug and measure LLM app quality.
evals, llm apps, observability
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AI Evals for Engineers & PMs
Cohort course · Hamel Husain and Shreya Shankar · Intermediate
You are shipping AI features and need a serious evaluation workflow.
evals, product, llm reliability
Data Independent AI tutorials
YouTube tutorials · Greg Kamradt · Beginner to intermediate
Use this when you want Greg Kamradt's material for rag and related AI skills.
RAG, LLM apps, Prompting, Evaluation