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.

20 matches for "Evaluation"

GPT-5.6 Claude Code Gemini 3.7 Flash Grok 4.6 MCP context engineering evals RAG OpenRouter coding agents

Video matches

Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.

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LLM evaluation with W&B

Weights & Biases · evals, llm apps, observability, mlops

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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, latest-family aliases, routing, fallback behavior, benchmark-aware selection, 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

Automating repetitive work at OpenAI with Codex

Practical guide · OpenAI · Intermediate

You want an August 25, 2026 field guide to capturing recurring engineering and evaluation work in reviewable notebooks, keeping approval boundaries explicit, and feeding lessons from earlier agent runs into the next run.

openai, codex, automation, evals, runbooks

Mistral Agentic Search

Guide · Mistral AI · Intermediate to advanced

You want Mistral's official August 20, 2026 explanation of multi-step retrieval that lets an agent search, open, navigate, read, and grep complex documents instead of relying on one-shot top-k RAG.

mistral, agentic search, rag, retrieval, document ai

Anthropic Batch processing

Guide · Anthropic · Intermediate

You want the official Claude path for queued offline jobs such as large-scale summarization, labeling, evaluation, or document processing.

anthropic, batch processing, async workflows, offline jobs, claude

Gemini Batch API

Guide · Google AI for Developers · Intermediate

You want the official Gemini route for high-volume asynchronous generation, evaluation, extraction, or backfill workloads.

gemini, batch api, async workflows, cost optimization, offline processing

Perplexity Search Evals

GitHub repo · Perplexity · Intermediate

You want Perplexity's open evaluation suites for benchmarking grounded search quality and comparing search API behavior against other retrieval stacks.

perplexity, search evals, benchmarks, grounded answers, evaluation