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.

23 matches for "deployment"

GPT-5.6 Claude Code Gemini Interactions API Grok 4.5 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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Full Stack Deep Learning lecture

Full Stack Deep Learning · mlops, deployment, product ml, production

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MLOps community production AI

MLOps Community · mlops, production ml, ai systems, deployment

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ML Zoomcamp supervised learning

DataTalks.Club · ml engineering, data engineering, ml foundations, deployment

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Made With ML

Made With ML · mlops, testing, deployment

Educators

Phil Schmid

Hugging Face LLM tutorials · Intermediate to advanced

Hands-on guides for fine-tuning, serving, and using open-source models with Hugging Face tooling.

Skills

Open models, Fine-tuning, Deployment, Transformers

Providers and platforms

Full Stack Deep Learning

Full Stack Deep Learning · Intermediate to advanced

Practical coverage of the whole ML product lifecycle.

Topics

MLOps, Deployment, Product ML

Made With ML

Made With ML · Intermediate

Useful path for production ML fundamentals that transfer to AI engineering.

Topics

MLOps, Testing, Deployment, ML systems

NVIDIA Deep Learning Institute

NVIDIA DLI · Beginner to advanced

Useful for practical GPU, deep learning, and enterprise AI training with hands-on labs.

Topics

Deep learning, GPU computing, Generative AI, Deployment

Modal

Modal examples · Intermediate

Useful for learning how to run AI workloads, inference jobs, and GPU tasks in production-like environments.

Topics

Deployment, GPU workloads, AI engineering, Batch jobs

Meta Llama

Llama model cards and prompt formats · Beginner to advanced

Official path into current Llama families, prompt formats, open-weight deployment, model access, hosting, and integration decisions.

Topics

Llama, Open models, Llama API, Local models, Fine-tuning, Model deployment, Safety models

Qwen

Qwen docs · Beginner to advanced

Official Qwen material for learning the Qwen3 family, multilingual and multimodal capabilities, local deployment paths, and function-calling behavior.

Topics

Qwen, Open models, Multilingual AI, Coding agents, Multimodal AI, Model selection

Learning paths

Production AI engineering

Engineering teams

Open path

Learn first

Observability
Cost and latency
Deployment
Data pipelines

Good matches

Swyx

Chip Huyen

Eugene Yan

Nicolas Cole

Open next

Resources

Llama 4 prompt formats

Model docs · Meta Llama · Beginner to advanced

You need the current official Llama 4 prompt formats and model-card details before choosing Maverick or Scout for hosted or local deployment.

llama, meta, llama 4, prompt formats, open models

Llama docs overview

Docs overview · Meta Llama · Intermediate

You want Meta's official starting point for access, hosting, integrations, and next-step guides before wiring a Llama stack into tooling or eval configs.

llama, meta, docs overview, model selection, deployment

Qwen API platform

API docs · Qwen · Beginner to advanced

You need official Qwen model-family context, deployment docs, and quickstarts before choosing a hosted or local workflow.

qwen, open models, multilingual, coding models, agent models

Llama Cookbook

GitHub repo · Meta Llama · Beginner to advanced

You want Meta's practical recipes for inference, fine-tuning, RAG, and end-to-end Llama applications.

llama, open models, rag, fine-tuning, deployment

Llama API models

Model docs · Meta Llama · Beginner to advanced

You need Meta's current model-card and prompt-format index before choosing which Llama family, size, or integration path to test.

llama, meta, open models, model cards, prompt formats

Qwen quickstart

Quickstart · Qwen · Beginner to intermediate

You want the fastest official route into running Qwen3 with Hugging Face, vLLM, or SGLang.

qwen, quickstart, open models, deployment, coding

Hugging Face Open-Source AI Cookbook

Cookbook · Hugging Face · Intermediate

You want copyable open-source AI recipes for agents, RAG, fine-tuning, deployment, and model experimentation instead of only conceptual course material.

hugging face, cookbook, open models, agents, rag

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