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.

87 matches for "course"

Video matches

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

Hugging Face agents course video thumbnail

Hugging Face agents course

Hugging Face · agents, open models, tools, transformers

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Machine learning crash course

Google for Developers · ml foundations, classification, neural networks, foundations

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Learn PyTorch full course

Daniel Bourke · pytorch, deep learning, computer vision, model training

Educators

Andrew Ng profile photo

Andrew Ng

DeepLearning.AI Short Courses · Beginner to advanced

Structured, practical courses from prompt engineering through agentic workflows.

Skills

Prompting, Agents, RAG, ML foundations

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Jeremy Howard

fast.ai · Intermediate

One of the best practical routes into training and using real models.

Skills

Deep learning, PyTorch, Model training

Rachel Thomas profile photo

Rachel Thomas

fast.ai · Beginner to intermediate

Good practical teaching on making ML more understandable and useful.

Skills

Practical ML, Ethics, Education

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Sander Schulhoff

Learn Prompting · Beginner to intermediate

Dense prompt engineering reference with beginner-friendly structure.

Skills

Prompting, AI literacy, Security

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Matt Pocock

AI Hero · Beginner to advanced

Practical developer-focused AI education across LLM fundamentals, AI SDK app development, MCP, Claude Code workflows, agent-ready codebases, evals, TDD, handoffs, and reusable skills such as /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, and /handoff.

Skills

AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning

Dean Graziosi profile photo

Dean Graziosi

The AI Advantage · Beginner to intermediate

Useful for creators and coaches who want to use AI in content, offers, and day-to-day execution.

Skills

AI productivity, Creator businesses, Offers, Business workflows

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Daniel Riley

AI Video Bootcamp · Beginner to intermediate

Skool course community for creators learning practical AI video, avatar, and content monetization workflows.

Skills

AI video, AI avatars, UGC ads, Creative workflows

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Eldar Agayev

ship - mobile app founders · Beginner to intermediate

Community for people launching apps using AI by talking through product ideas and letting tools build the first version.

Skills

AI app building, Vibe coding, Mobile apps, Launch strategy

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AI Simple

AI Simple · Beginner to intermediate

Positioned as a no-BS AI community for people who want clarity and implementation rather than chaos.

Skills

AI implementation, Business clarity, Team workflows, Prompting

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Nick Saraev

Nick Saraev · Beginner to intermediate

Business-oriented AI automation education for people looking to create offers and workflows without deep technical prerequisites.

Skills

AI agencies, Automation, No-code tools, Business workflows

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Rob Lennon

Rob Lennon AI writing · Beginner to intermediate

Teaches writers and creators how to use AI for better output, ideation, editing, and repeatable content systems.

Skills

AI writing, Prompting, Content systems, Creator workflows

Useful for non-technical professionals using AI to draft, sharpen, and ship business writing consistently.

Skills

Writing with AI, Content strategy, Audience building, Digital writing

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Nicolas Cole

Typeshare and digital writing · Beginner to intermediate

Good for learning how AI can support structured writing and content production without replacing judgment.

Skills

AI-assisted writing, Content systems, Personal brand, Idea development

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Justin Welsh

The Saturday Solopreneur · Beginner to intermediate

Useful for non-technical solo operators who want systems for content, offers, and operations where AI can help.

Skills

Solopreneur systems, Content workflows, AI-assisted operations, Audience growth

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Phil Pallen

Phil Pallen AI for branding · Beginner to intermediate

Approachable AI and branding education for creators and small businesses who need usable marketing assets.

Skills

AI branding, Content creation, Canva, Marketing

Alicia Lyttle profile photo

Alicia Lyttle

AI InnoVision · Beginner to intermediate

Business-facing AI education for entrepreneurs who want confidence using AI for productivity and growth.

Skills

AI business, Prompting, Productivity, Marketing workflows

Allie K. Miller profile photo

Allie K. Miller

Allie K. Miller AI education · Beginner to intermediate

Clear business-oriented AI education from a former AI executive, useful for leaders who need strategic fluency.

Skills

AI strategy, AI literacy, Leadership, Business adoption

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Rachel Woods

The AI Exchange · Beginner to intermediate

Designed for professionals learning how to use AI in day-to-day business work without a technical background.

Skills

AI literacy, Productivity, Workflow design, Team training

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Paul Roetzer

Marketing AI Institute · Beginner to intermediate

Strong non-technical AI education for marketers and leaders adopting AI across teams.

Skills

AI marketing, Marketing strategy, AI adoption, Responsible AI

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Mike Kaput

Marketing AI Institute · Beginner to intermediate

Consistent practical AI marketing analysis and education for non-technical marketing teams.

Skills

AI marketing, Content strategy, AI news, Adoption

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Rowan Cheung

The Rundown AI · Beginner to intermediate

Beginner-friendly AI news and workflow education for people who want to keep up without becoming technical specialists.

Skills

AI news, Tool discovery, Beginner AI workflows, Prompting

Providers and platforms

Hugging Face profile photo

Hugging Face

Hugging Face Learn · Beginner to advanced

One of the best free ecosystems for learning open-source AI by building with models, datasets, spaces, agents, context engineering, and MCP workflows.

Topics

Agents, Context engineering, MCP, Transformers, Post-training, Open models

Official material for learning Anthropic's current Claude family, model tradeoffs, Claude Code, MCP, computer use, practical prompt workflows, and team model-governance workflows without relying on third-party summaries.

Topics

Claude models, Claude Code, MCP, Computer use, AI fluency, Frontier model selection, Model governance, Release notes

LangChain profile photo

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

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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

OpenAI profile photo

OpenAI

OpenAI docs, Academy, and Cookbook · Beginner to advanced

Official model and implementation material for learning GPT-6 Astra and cost-sensitive GPT-5.6 choices, Codex workflows, subagents, memories, agent evals, MCP and connector patterns, retrieval, background jobs, prompt engineering, production best practices, model optimization, structured outputs, and OpenAI's Academy learning path.

Topics

GPT-6 Astra, GPT models, Reasoning models, Model selection, Agents, Subagents, RAG, Structured outputs, MCP, Evals, Memories

Microsoft profile photo

Microsoft

AI Agents for Beginners · Beginner to intermediate

A structured lesson path for understanding when to use agents and how to build simple agentic systems.

Topics

Agents, Multi-agent workflows, Tool use

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Kaggle

Kaggle Learn · Beginner

Useful for people who need the data and ML basics before working seriously with AI tools.

Topics

Python, Machine learning, Data preparation, Computer vision

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3Blue1Brown

Neural Networks series · Beginner to intermediate

High-quality visual intuition for neural networks and transformers before or alongside coding-heavy courses.

Topics

Neural networks, Transformers, Mathematical intuition

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Weaviate

Weaviate Academy · Beginner to intermediate

Good structured learning around vector databases, retrieval, and search relevance.

Topics

Vector search, RAG, Hybrid search, Embeddings

Made With ML profile photo

Made With ML

Made With ML · Intermediate

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

Topics

MLOps, Testing, Deployment, ML systems

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Maven AI courses

Maven AI courses · Beginner to advanced

Useful discovery surface for live courses taught by practitioners across AI product, work, and engineering.

Topics

AI product, AI leadership, AI workflows, Evals

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DataTalks.Club

DataTalks.Club ML Zoomcamp · Beginner to intermediate

Useful structured free courses for the data/ML engineering skills underneath AI products.

Topics

ML engineering, MLOps, Data engineering

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DeepLearning.AI

DeepLearning.AI · Beginner to advanced

A broad catalog of structured AI courses, including many short practical courses from tool creators.

Topics

Generative AI, Deep learning, Prompting, Agents

A strong foundation for people who need the math and modeling basics under applied AI.

Topics

ML foundations, Supervised learning, Unsupervised learning, Model evaluation

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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

AWS Skill Builder profile photo

AWS Skill Builder

AWS AI and ML training · Beginner to advanced

Best for people learning AI services, generative AI apps, and ML workflows on AWS.

Topics

Cloud AI, Agents, MLOps, Generative AI

Accessible AI literacy and business-facing AI learning for non-specialists.

Topics

AI foundations, Generative AI basics, Business use cases

A clear non-technical entry point for understanding AI concepts and social implications.

Topics

AI foundations, Ethics, Society, ML basics

Resources

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Neural Networks: Zero to Hero

Video course · Andrej Karpathy · Intermediate

You want to understand neural networks and language models from code.

model internals, neural networks, coding

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

AI Agents in LangGraph

Short course · DeepLearning.AI · Intermediate

You want a focused course on building stateful AI agents and agent workflows with LangGraph.

agents, langgraph, tool use, agentic workflows, ai engineering

Multi AI Agent Systems with crewAI

Short course · DeepLearning.AI · Beginner to intermediate

You want a practical introduction to role-based multi-agent systems and task orchestration.

agents, multi-agent workflows, crewai, automation

MCP: Build Rich-Context AI Apps with Anthropic

Short course · DeepLearning.AI · Intermediate

You want a hands-on MCP course for connecting tools, context, and Claude-powered apps.

mcp, anthropic, tool use, context engineering, agents

Hugging Face MCP Course

Free course · Hugging Face · Beginner to intermediate

You want a free structured MCP path with concepts, assignments, SDKs, and a certificate route.

mcp, model context protocol, agents, tools, integrations

Evaluating AI Agents

Short course · DeepLearning.AI · Intermediate

You need to test, trace, and improve agent workflows instead of judging only single LLM responses.

agent evals, evals, agents, reliability, tracing

Building Coding Agents with Tool Execution

Short course · DeepLearning.AI · Intermediate

You want to understand how coding agents use tools, inspect code, run commands, and iterate on software tasks.

coding agents, tool execution, developer tools, agents, ai coding

Claude Code: A Highly Agentic Coding Assistant

Short course · DeepLearning.AI · Beginner to intermediate

You want a structured Claude Code course before using it on a serious codebase.

claude code, coding agents, developer tools, ai coding, anthropic

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

Generative AI for Everyone

Course · DeepLearning.AI · Beginner

You want a non-technical foundation for deciding where generative AI fits in a team or business.

ai leadership, ai strategy, business ai, ai adoption

Spec-Driven Development with Coding Agents

Short course · DeepLearning.AI · Beginner

You want a concise, hands-on course for replacing vague vibe-coding prompts with project constitutions, feature specs, plan-implement-verify loops, legacy-code workflows, and a portable custom agent skill.

coding agents, spec-driven development, agent skills, planning, verification

Assistants migration guide

Migration guide · OpenAI · Intermediate

You still have Assistants API code or course material and need the exact OpenAI migration path before the Assistants API shutdown on August 26, 2026.

openai, assistants api, responses api, migration, agents

OpenAI Academy

Official learning hub · OpenAI · Beginner to advanced

You want OpenAI's public course hub and guided learning material rather than piecing together model docs, blog posts, and third-party tutorials.

openai, academy, courses, developers, business

New OpenAI Academy courses for the next era of work

OpenAI Academy update · OpenAI · Beginner to intermediate

You want OpenAI's June 12, 2026 overview of the Academy's newer practical courses before choosing a structured learning path for day-to-day AI work.

openai, academy, courses, workflows, ai literacy

Launching our first OpenAI Certifications courses

Education update · OpenAI · Beginner to intermediate

You want OpenAI's December 9, 2025 explanation of AI Foundations and ChatGPT Foundations for Teachers before recommending a practical, job-oriented learning path.

openai, certifications, ai foundations, teachers, academy

Anthropic Courses

Official learning hub · Anthropic · Beginner to advanced

You want Anthropic's current course list for Claude API work, MCP, Claude Code, skills, and AI fluency instead of piecing course links together from blog posts.

anthropic, claude, courses, mcp, claude code

Anthropic Academy

Official learning hub · Anthropic · Beginner to advanced

You want official Anthropic courses for AI fluency, Claude Code, MCP, or Claude API development before diving into narrower docs.

anthropic, claude, ai fluency, claude code, mcp

Cohere LLM University

Free course · Cohere · Beginner to intermediate

You want a structured, practical course path for LLM and RAG concepts from Cohere.

cohere, llm foundations, rag, enterprise ai, course

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

smolagents agent cookbook

Cookbook tutorial · Hugging Face · Intermediate

You want a concrete Hugging Face recipe for building a tool-using agent with smolagents instead of starting from the broader course overview.

hugging face, smolagents, agents, tool use, open models

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Hugging Face Agents Course

Free course · Hugging Face · Beginner to intermediate

You want a hands-on agent course that uses open-source tools.

agents, tools, open models

Hugging Face Context Course

Free course · Hugging Face · Intermediate

You want a focused course on context engineering for code agents, including skills, subagents, hooks, and MCP.

context engineering, coding agents, skills, subagents, mcp

Hugging Face LLM Course

Free course · Hugging Face · Beginner to intermediate

You need the Transformer, LLM, and inference basics behind many AI apps.

transformers, llms, open models, foundations

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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LangGraph Academy

Free course · LangChain · Intermediate

You want to build multi-step agent workflows with state.

agents, langgraph, llm orchestration

W&B LLM Evaluation Course

Free course · Weights & Biases · Intermediate

You need to debug and measure LLM app quality.

evals, llm apps, observability

Made With ML

Free course · Made With ML · Intermediate

You need production ML habits that transfer to AI systems.

mlops, testing, deployment

DataTalks.Club ML Zoomcamp

Free cohort course · DataTalks.Club · Beginner to intermediate

You want a structured free path into ML engineering.

ml engineering, data, deployment

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

Full Stack Deep Learning Lectures

Course videos · Full Stack Deep Learning · Intermediate to advanced

You want the whole lifecycle of ML and AI product development.

mlops, deployment, product ml