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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.
27 matches for "llm apps"
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
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Educators
Jason Liu
Instructor · Intermediate
Practical patterns for getting reliable structured data from LLMs.
Skills
Structured outputs, Extraction, RAG
Hamel Husain
Hamel's AI evals guides · Intermediate to advanced
Very practical material on evaluating LLM apps before they disappoint users.
Skills
Evals, RAG, LLM product quality
Patrick Loeber
Python Engineer · Beginner to intermediate
Practical Python tutorials for ML fundamentals, PyTorch, and AI app basics.
Skills
PyTorch, Python ML, LLM apps
Lance Martin
LangChain and LangGraph tutorials · Intermediate
Hands-on notebooks for LangGraph, agent patterns, retrieval, and stateful LLM apps.
Skills
LangGraph, Agents, RAG, LLM orchestration
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
Krish Naik
Krish Naik AI tutorials · Beginner to intermediate
Large catalog of practical machine learning, deep learning, and generative AI tutorials.
Skills
Machine learning, Deep learning, LLM apps, MLOps
Nicholas Renotte
Nicholas Renotte AI tutorials · Beginner to intermediate
Project-based AI tutorials for people who learn by building demos and prototypes.
Skills
Computer vision, LLM apps, Python ML, Deep learning
Providers and platforms
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LangChain
LangChain Academy · Intermediate
Useful when you are ready to build multi-step LLM applications, agents, and graph-based workflows.
Topics
LangGraph, Agents, LLM orchestration, RAG
WB
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
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Langfuse
Langfuse Docs · Intermediate
Good operational material for tracing, scoring, and improving production LLM apps.
Topics
Observability, Prompt management, Evals, Tracing
M
Mirascope
Mirascope Learn · Intermediate
Useful for Python developers who want clean abstractions around prompts, tools, and model calls.
Topics
LLM app architecture, Prompt engineering, Tool calling
P
Promptfoo
Promptfoo Docs · Intermediate
Very practical for regression testing prompts, model changes, and LLM outputs.
Topics
Prompt testing, Evals, Red teaming
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freeCodeCamp
freeCodeCamp AI and machine learning courses · Beginner to intermediate
Large library of practical tutorials for developers who prefer project-based learning.
Topics
Python, Machine learning, LLM apps, Coding with AI
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Codecademy
Codecademy AI courses · Beginner
Good for beginners who want guided coding exercises while learning AI concepts.
Topics
AI foundations, Python, Prompting, LLM apps
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Replicate
Replicate docs and examples · Beginner to intermediate
Fast route to test many hosted AI models without managing infrastructure.
Topics
Model APIs, Prototyping, Image generation, LLM apps
Resources
AI SDK v6 Crash Course
Workshop · Matt Pocock · Intermediate
You want a structured AI SDK v6 course that covers model choice, text and object generation, UI streams, agents, persistence, context engineering, evals, and advanced app patterns.
ai sdk, llm apps, agents, streaming, evals
The AI Engineer Roadmap
Free tutorial · Matt Pocock · Beginner to intermediate
You want a guided path through core AI concepts, model selection, the AI engineering mindset, evals, and techniques for improving LLM-powered apps.
ai engineering, model selection, evals, llm apps
Vercel AI SDK Tutorial
Free tutorial · Matt Pocock · Beginner to intermediate
You want to build TypeScript LLM apps with Vercel's AI SDK, including streaming, structured outputs, model switching, embeddings, tool calls, and agents.
ai sdk, typescript, streaming, structured outputs, tool calling
LLM Evals
Guide · Hamel Husain · Intermediate
Your AI app needs quality checks before users see it.
evals, quality, llm apps
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
LangChain for LLM Application Development
Short course · DeepLearning.AI · Beginner to intermediate
You want a fast introduction to building LLM applications with chains, retrieval, and tools.
llm apps, langchain, agents, rag, ai engineering
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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
Python Engineer
YouTube tutorials · Patrick Loeber · Beginner to intermediate
Use this when you want Patrick Loeber's material for pytorch and related AI skills.
PyTorch, Python ML, LLM apps
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
Krish Naik AI tutorials
YouTube tutorials · Krish Naik · Beginner to intermediate
Use this when you want Krish Naik's material for machine learning and related AI skills.
Machine learning, Deep learning, LLM apps, MLOps
Nicholas Renotte AI tutorials
YouTube tutorials · Nicholas Renotte · Beginner to intermediate
Use this when you want Nicholas Renotte's material for computer vision and related AI skills.
Computer vision, LLM apps, Python ML, Deep learning