AI resource library

Courses, guides, repos, books, and videos.

A working list of resources that are worth opening because they teach a concrete AI skill, implementation pattern, or mental model, with extra weight on official provider docs, model catalogs, and current agent workflows.

357 resources.

Watch first

A few video starts for people who learn well from walkthroughs before diving into docs and repos.

Claude models overview video thumbnail ►

Claude models overview

You need the official comparison of current Claude models, context windows, aliases, and release families before choosing cost, speed, and reliability tradeoffs.

Resource table

Resource Kind Owner Level Tags Use when
Craig Hewitt YouTube: 100 Days of AI YouTube channel Craig Hewitt Beginner to intermediate ai leadership, founder workflows, business systems, automation You want practical AI implementation videos from a founder using AI inside a real SaaS business.
Neural Networks: Zero to Hero Video course Andrej Karpathy Intermediate model internals, neural networks, coding You want to understand neural networks and language models from code.
Practical Deep Learning for Coders Free course fast.ai Intermediate deep learning, pytorch, training You can code and want a practical route into training models.
ChatGPT Prompt Engineering for Developers Short course DeepLearning.AI Beginner prompting, developers, api You want a short, structured intro to prompting for software tasks.
OpenAI Cookbook GitHub repo OpenAI Beginner to advanced api, examples, rag, agents You need implementation examples rather than theory.
Microsoft AI Agents for Beginners GitHub repo Microsoft Beginner to intermediate agents, workshops, beginner You want a structured agent learning path with code.
Build a Large Language Model From Scratch GitHub repo / book Sebastian Raschka Intermediate llm internals, pytorch, training You want to build an LLM step by step.
The Illustrated Transformer Visual guide Jay Alammar Beginner to intermediate transformers, visual, foundations Transformer architecture still feels fuzzy.
Learn Prompting Guide Sander Schulhoff Beginner to intermediate prompting, safety, education You need a broad prompt engineering reference.
Prompt Engineering Guide Guide DAIR.AI Beginner to advanced prompting, rag, reasoning, agents You want examples of prompting techniques and patterns.
AI Skills for Real Engineers Skills catalog Matt Pocock Intermediate claude skills, ai coding, agentic workflows, tdd, product planning You want a reusable skill system for agentic coding, including /grill-me, /grill-with-docs, /to-prd, /to-issues, /tdd, /triage, /handoff, /prototype, and review workflows.
AI SDK v6 Crash Course Workshop Matt Pocock Intermediate ai sdk, llm apps, agents, streaming, evals 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.
LLM Fundamentals Free tutorial Matt Pocock Beginner llm fundamentals, tokens, context windows, tools, agents You need clear mental models for system prompts, tokens, context windows, tools, and agents before building or using AI systems seriously.
The AI Engineer Roadmap Free tutorial Matt Pocock Beginner to intermediate ai engineering, model selection, evals, llm apps You want a guided path through core AI concepts, model selection, the AI engineering mindset, evals, and techniques for improving LLM-powered apps.
Vercel AI SDK Tutorial Free tutorial Matt Pocock Beginner to intermediate ai sdk, typescript, streaming, structured outputs, tool calling, agents You want to build TypeScript LLM apps with Vercel's AI SDK, including streaming, structured outputs, model switching, embeddings, tool calls, and agents.
Model Context Protocol Tutorial Free tutorial Matt Pocock Intermediate mcp, typescript, claude code, tool calling, agents You want to understand MCP and build TypeScript MCP servers over stdio or HTTP, connect Claude Code to tools, use MCP prompts, and package servers for distribution.
AI Coding Dictionary Dictionary Matt Pocock Beginner to intermediate ai coding, agent vocabulary, context engineering, claude skills You want plain-English definitions for agentic coding concepts such as context windows, tools, MCP, handoffs, skills, subagents, feedback loops, and agent-ready work.
Learn Anything With My /teach Skill Guide / Claude skill Matt Pocock Beginner to intermediate claude skills, ai coding, personalized learning, interactive lessons You want Claude to act as a personalized teacher that creates a learning mission, finds resources, generates interactive lessons, quizzes you, and keeps progress records.
5 Agent Skills I Use Every Day Guide Matt Pocock Intermediate claude skills, agentic workflows, ai coding, product planning You want a practical entry point into Matt's everyday agent skills and how they fit into real software work.
A Complete Guide To AGENTS.md Guide Matt Pocock Intermediate agents.md, context engineering, ai coding, agentic workflows You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries.
How To Make Codebases AI Agents Love Guide Matt Pocock Intermediate ai coding, agentic workflows, codebase architecture, developer tools You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably.
Essential AI Coding Feedback Loops For TypeScript Projects Guide Matt Pocock Intermediate ai coding, typescript, testing, feedback loops You want TypeScript checks, tests, linters, and review loops that help agents produce better code and catch regressions quickly.
Real-world feature build with Claude Code: every step explained Walkthrough Matt Pocock Intermediate claude code, ai coding, agentic workflows, feature development You want to see a real feature built with Claude Code from context gathering through implementation, verification, and iteration.
My Skill Makes Claude Code GREAT At TDD Guide / Claude skill Matt Pocock Intermediate claude skills, tdd, ai coding, testing You want an agent workflow that implements behavior with a red, green, refactor loop instead of jumping straight to broad code changes.
triage: Turn Backlog Mess Into Agent-Ready Work Guide / Claude skill Matt Pocock Intermediate claude skills, triage, github issues, agentic workflows You want to turn messy backlog items and GitHub issues into clearer, agent-ready work.
grill-with-docs: Align Before You Build Guide / Claude skill Matt Pocock Intermediate claude skills, product planning, domain modeling, agentic workflows You want an AI interview process that uses docs and domain language to clarify a feature before implementation starts.
handoff: Move Context Between Agent Sessions Guide / Claude skill Matt Pocock Intermediate claude skills, handoffs, context engineering, agentic workflows You need to preserve useful context across agent sessions without dragging an overloaded conversation forward.
AI Engineering Book Chip Huyen Intermediate to advanced ai engineering, production, systems You are moving from demos to production systems.
LLM Evals Guide Hamel Husain Intermediate evals, quality, llm apps Your AI app needs quality checks before users see it.
RLHF Book Book Nathan Lambert Advanced rlhf, alignment, post-training You want to understand post-training and preference optimization.
AI Agents in LangGraph Short course DeepLearning.AI Intermediate agents, langgraph, tool use, agentic workflows, ai engineering You want a focused course on building stateful AI agents and agent workflows with LangGraph.
Multi AI Agent Systems with crewAI Short course DeepLearning.AI Beginner to intermediate agents, multi-agent workflows, crewai, automation You want a practical introduction to role-based multi-agent systems and task orchestration.
MCP: Build Rich-Context AI Apps with Anthropic Short course DeepLearning.AI Intermediate mcp, anthropic, tool use, context engineering, agents You want a hands-on MCP course for connecting tools, context, and Claude-powered apps.
Hugging Face MCP Course Free course Hugging Face Beginner to intermediate mcp, model context protocol, agents, tools, integrations You want a free structured MCP path with concepts, assignments, SDKs, and a certificate route.
Evaluating AI Agents Short course DeepLearning.AI Intermediate agent evals, evals, agents, reliability, tracing You need to test, trace, and improve agent workflows instead of judging only single LLM responses.
Building Coding Agents with Tool Execution Short course DeepLearning.AI Intermediate coding agents, tool execution, developer tools, agents, ai coding You want to understand how coding agents use tools, inspect code, run commands, and iterate on software tasks.
Claude Code: A Highly Agentic Coding Assistant Short course DeepLearning.AI Beginner to intermediate claude code, coding agents, developer tools, ai coding, anthropic You want a structured Claude Code course before using it on a serious codebase.
Building and Evaluating Advanced RAG Applications Short course DeepLearning.AI Intermediate rag, evals, retrieval, llm apps, ai engineering You already know basic RAG and need better retrieval, evaluation, and production-quality patterns.
LangChain for LLM Application Development Short course DeepLearning.AI Beginner to intermediate llm apps, langchain, agents, rag, ai engineering You want a fast introduction to building LLM applications with chains, retrieval, and tools.
Generative AI for Everyone Course DeepLearning.AI Beginner ai leadership, ai strategy, business ai, ai adoption You want a non-technical foundation for deciding where generative AI fits in a team or business.
AI Product Management Specialization Specialization Duke University Beginner to intermediate ai product, product management, ai strategy, product quality You want a structured product-management route for scoping, evaluating, and shipping AI products.
Perplexity Deep Research and Search API docs API docs Perplexity Intermediate ai search, deep research, grounded answers, sonar, research workflows You want to compare search, Sonar, Agent API, and cited research workflows from the primary source.
OpenAI model guide Model docs OpenAI Beginner to advanced openai, gpt, gpt-5, reasoning models, model selection, frontier models, coding, agents You need to choose between GPT-5.5, GPT-5.5 Pro, GPT-5.4 mini, GPT-5.4 nano, reasoning levels, tool support, and cost-sensitive API paths.
OpenAI MCP and connectors Guide OpenAI Intermediate openai, mcp, connectors, agents, tool use, coding agents You need the official OpenAI path for wiring MCP servers and connectors into agent workflows instead of inventing your own tool contract.
Using GPT-5.5 Guide OpenAI Intermediate openai, gpt-5.5, coding, reasoning, tool use, agents You need the current OpenAI guidance for migrating to GPT-5.5, prompt shape changes, and tool-heavy workflow behavior.
GPT-5.5 prompting guide Guide OpenAI Intermediate openai, gpt-5.5, prompting, reasoning, tool use You want the official prompting adjustments for GPT-5.5 instead of reusing older GPT-4 or GPT-5 prompt habits unchanged.
OpenAI reasoning model guide Guide OpenAI Intermediate openai, gpt, reasoning models, agents, coding, multi-step tasks, frontier models You need to understand when internal reasoning is useful for coding, scientific work, agents, and harder multi-step tasks.
OpenAI Agents SDK Guide OpenAI Intermediate openai, agents, tool use, orchestration, state, coding You are moving past one-off calls and need application-owned orchestration, tools, approvals, and state.
OpenAI Working with evals Guide OpenAI Intermediate openai, evals, quality, regression testing, reliability You need API-level guidance for testing outputs, comparing models, and catching regressions during upgrades.
OpenAI Evaluate agent workflows Guide OpenAI Intermediate openai, agents, evals, traces, graders, reliability You need the current OpenAI path for tracing, grading, and regression-testing agent workflows instead of only single-prompt evals.
OpenAI model optimization Guide OpenAI Intermediate openai, prompting, evals, fine-tuning, optimization You need a practical optimization loop across prompt changes, evals, and fine-tuning rather than guessing which knob to turn next.
OpenAI Retrieval guide Guide OpenAI Intermediate openai, retrieval, rag, file search, knowledge You need the official path for file search, retrieval, and grounded answers before designing a RAG stack.
Claude models overview Model docs Anthropic Beginner to advanced claude, anthropic, fable, opus, sonnet, haiku, model selection, frontier models You need the official comparison of current Claude models, context windows, aliases, and release families before choosing cost, speed, and reliability tradeoffs.
Anthropic Academy Official learning hub Anthropic Beginner to advanced anthropic, claude, ai fluency, claude code, mcp, courses You want official Anthropic courses for AI fluency, Claude Code, MCP, or Claude API development before diving into narrower docs.
Anthropic Computer Use Guide Anthropic Intermediate to advanced anthropic, computer use, agents, tool use, automation You want the official path for browser-like computer-use workflows and their operational constraints.
Anthropic MCP guide Guide Anthropic Intermediate anthropic, mcp, agents, tool use, connectors You want Anthropic's official guidance for exposing tools and data to Claude through MCP instead of only reading the base spec.
Gemini API models Model docs Google AI for Developers Beginner to advanced gemini, google, multimodal, long context, model selection, frontier models, ai studio You need to compare current Gemini stable, preview, latest, and experimental model IDs, context windows, and modality support.
Gemini coding agent setup Guide Google AI for Developers Intermediate gemini, coding agents, developer tools, mcp, workflow setup You want Google's official setup path for Gemini-driven coding-agent workflows, Gemini Docs MCP, and skills rather than generic prompt advice.
Gemini Agents Overview Guide Google AI for Developers Intermediate gemini, agents, interactions api, deep research, coding agents, sandbox You want the official overview of Gemini managed agents, sandbox behavior, and when to use agent workflows instead of plain model calls.
Gemini API changelog Release notes Google AI for Developers Intermediate gemini, google, release notes, model deprecations, model selection You need the official Gemini launch and shutdown timeline before relying on preview model IDs or older Flash variants.
Gemini Live API overview Guide Google AI for Developers Intermediate gemini, live api, voice agents, realtime, multimodal, tool use You want the official Google path for low-latency voice and vision agents before designing a realtime Gemini workflow.
Llama API models Model docs Meta Llama Beginner to advanced llama, meta, llama api, open models, open weights, local models, fine-tuning, deployment You need the current official Llama model catalog, capability summaries, and API access route before choosing hosted or local deployment.
Llama API model endpoint API reference Meta Llama Intermediate llama, meta, llama api, model catalog, api reference, model selection You need the machine-readable Llama API models endpoint and specifications before wiring model discovery into tooling or eval configs.
Mistral models overview Model docs Mistral AI Beginner to advanced mistral, open models, commercial models, model selection, coding, agents, multimodal You need to compare current Mistral families such as Devstral, Magistral, Voxtral, OCR, and general-purpose models.
Mistral Agents introduction Guide Mistral AI Intermediate mistral, agents, tool use, conversations, workflows You want Mistral's official explanation of its Agents and Conversations API before building tool-using or workflow-style apps.
Cohere models overview Model docs Cohere Beginner to advanced cohere, command, rag, embeddings, reranking, enterprise ai, model selection You need to choose between current Cohere Command, embedding, and rerank models for grounded enterprise search.
Cohere tool use and agents quickstart Quickstart Cohere Intermediate cohere, agents, tool use, reasoning, citations You want the official Cohere path for building tool-using agentic applications with multi-step reasoning and citations.
DeepSeek API docs API docs DeepSeek Beginner to advanced deepseek, reasoning models, coding models, openai compatible, api examples, model selection You need first-call examples, OpenAI-compatible API usage, and current migration notes for DeepSeek models.
DeepSeek models and pricing Model docs DeepSeek Beginner to advanced deepseek, reasoning models, pricing, model deprecations, model selection, coding You need current DeepSeek model names, pricing, and deprecation notes before building against the API.
DeepSeek updates Release notes DeepSeek Intermediate deepseek, release notes, migrations, model deprecations, v4 You need official migration notes, including current legacy-alias retirements and model replacement timelines.
Qwen API platform API docs Qwen Beginner to advanced qwen, open models, multilingual, coding models, agent models, model selection You need official Qwen model-family context, deployment docs, and quickstarts before choosing a hosted or local workflow.
Qwen Model Studio model list Model catalog Qwen Intermediate qwen, model selection, multimodal, reranking, embeddings, catalog You need the current hosted Qwen and third-party model catalog with modality coverage and capability splits.
xAI Grok models Model docs xAI Beginner to advanced xai, grok, reasoning models, coding models, image models, video models, model selection You need the official Grok model chooser for chat, coding, image, video, and voice workflows, plus aliasing and dated release details.
Perplexity API overview API docs Perplexity Beginner to advanced perplexity, sonar, agent api, ai search, grounded answers, research, model selection You need to understand Search, Sonar, Agent, and Embeddings APIs for grounded AI research workflows.
Perplexity Sonar models Model docs Perplexity Intermediate perplexity, sonar, deep research, reasoning, model selection, search You need to compare Sonar, Sonar Pro, Sonar Reasoning Pro, and Sonar Deep Research for grounded search workflows.
Perplexity Sonar Deep Research Model docs Perplexity Intermediate perplexity, deep research, search grounding, model selection, research workflows You want the specific Sonar Deep Research tradeoffs, pricing, and workflow fit before using it for exhaustive cited research tasks.
Together AI model catalog Model catalog Together AI Beginner to advanced together ai, open models, llama, qwen, deepseek, mistral, google, openai, model hosting You need to browse hosted open and proprietary models by provider and capability.
Together AI serverless models Model docs Together AI Intermediate together ai, serverless inference, open models, model hosting, pricing, model selection You need to learn how serverless hosted model inference works before deploying an app.
OpenRouter models guide Models guide OpenRouter Beginner to advanced openrouter, model comparison, model routing, opus, claude, gpt, gemini, llama, mistral, deepseek, qwen You need to compare many model families through one catalog before testing prompts across providers.
OpenRouter quickstart API docs OpenRouter Beginner to intermediate openrouter, model routing, fallbacks, api examples, model selection, frontier models You want one API-compatible route for experimenting with several models, fallbacks, and latest aliases without rewriting your app.
OpenRouter Auto Router Guide OpenRouter Intermediate openrouter, auto router, model selection, routing, fallbacks You want OpenRouter to choose among paid models dynamically and need the official routing behavior, session stickiness, and control options.
OpenAI compare models Model comparison OpenAI Beginner to advanced openai, gpt, model comparison, model selection, frontier models, coding You want the official side-by-side capability comparison before swapping OpenAI models in a product or coding workflow.
OpenAI Codex Official product docs OpenAI Beginner to advanced codex, coding agents, developer tools, automation, code generation You want the current OpenAI path for agentic software engineering, code review, and background coding tasks.
OpenAI Codex models Model docs OpenAI Intermediate codex, coding agents, model selection, gpt-5.5, subagents You need the Codex-specific guidance on which OpenAI models to use for complex coding, lighter tasks, or subagent workloads.
Custom instructions with AGENTS.md Guide OpenAI Beginner to advanced codex, agents.md, context engineering, coding agents, developer tools You want the official OpenAI guide for durable repo instructions, nested overrides, and agent-ready project context.
Use Codex with the Agents SDK Guide OpenAI Intermediate to advanced codex, agents sdk, mcp, subagents, coding agents, automation You want to orchestrate Codex inside a multi-agent or MCP-driven software workflow instead of using it only as a standalone coding assistant.
Codex best practices Guide OpenAI Beginner to advanced codex, coding agents, agents.md, review workflows, developer tools You want OpenAI's current guidance for planning, scoping, AGENTS.md usage, and review habits that make coding-agent work more reliable.
Claude choosing a model Guide Anthropic Intermediate claude, anthropic, model selection, frontier models, coding, agents You need Anthropic's current guidance on balancing capability, speed, and cost before changing Claude models.
Claude Code overview Guide Anthropic Intermediate claude code, coding agents, developer tools, automation, coding You want practical docs for using Claude as a coding agent across a real codebase and toolchain.
Claude Agent SDK overview Guide Anthropic Intermediate anthropic, agents, claude code, sdk, tool use, automation You want Anthropic's official SDK path for programmable agents that reuse Claude Code's tool loop, context handling, and execution model.
Claude Code best practices Engineering guide Anthropic Intermediate to advanced claude code, coding agents, developer tools, context engineering, parallel work You want Anthropic's own recommendations for scaling Claude Code across larger codebases, parallel sessions, and stronger context discipline.
Gemini Deep Research Agent Guide Google AI for Developers Intermediate to advanced gemini, deep research, agents, search grounding, research workflows, interactions api You want the latest official Google docs for long-running research agents, cited reports, background execution, and MCP-aware investigation workflows.
Gemini Interactions API Guide Google AI for Developers Intermediate to advanced gemini, interactions api, agents, tool use, stateful workflows, multimodal ai You need Google's current recommended API surface for agentic workflows, server-side state, and complex multimodal conversations.
Gemini coding agents with MCP and Skills Guide Google AI for Developers Intermediate gemini, coding agents, mcp, skills, developer tools, context engineering You want the newest official Gemini guide for wiring docs MCP, installable skills, and coding-agent best practices into software workflows.
Llama Cookbook GitHub repo Meta Llama Beginner to advanced llama, open models, rag, fine-tuning, deployment, coding You want Meta's practical recipes for inference, fine-tuning, RAG, and end-to-end Llama applications.
Mistral model selection guide Guide Mistral AI Beginner to advanced mistral, model selection, open models, coding, multimodal You want Mistral's official comparison of model families, pricing, context, and licensing before implementation.
Cohere LLM University Free course Cohere Beginner to intermediate cohere, llm foundations, rag, enterprise ai, course You want a structured, practical course path for LLM and RAG concepts from Cohere.
Cohere Command A+ release notes Release notes Cohere Intermediate cohere, command a+, vision, reasoning, agentic tasks, release notes You want the latest official Cohere model-release context, including Command A+ changes across vision, reasoning, translation, and agentic tasks.
DeepSeek list models API reference DeepSeek Intermediate deepseek, model selection, api reference, reasoning models, coding models You need the live model identifiers available from DeepSeek before wiring production or eval configs.
DeepSeek V4 Preview release Release notes DeepSeek Intermediate deepseek, v4, release notes, reasoning models, coding models, 1m context You want the official DeepSeek announcement for the V4 Preview family before relying on third-party summaries of Flash, Pro, or context-length changes.
Qwen quickstart Quickstart Qwen Beginner to intermediate qwen, quickstart, open models, deployment, coding You want the fastest official route into running Qwen3 with Hugging Face, vLLM, or SGLang.
Qwen-Agent Framework docs Qwen Intermediate qwen, agents, planning, memory, tool use, frameworks You want the official Qwen framework for instruction following, tool use, planning, and memory in agent-style applications.
Qwen function calling Guide Qwen Intermediate qwen, function calling, agent models, tools, coding You need Qwen-specific guidance for function calling and tool-using agent workflows.
Qwen Code Open-source coding agent Qwen Intermediate qwen, coding agents, developer tools, terminal, agentic coding You want the official Qwen terminal agent for codebase understanding, automation, and agentic coding workflows.
xAI Grok Build overview Guide xAI Intermediate xai, grok build, coding agents, developer tools, automation You want the latest xAI docs for its coding-agent workflow rather than only the raw model list.
xAI Grok Build 0.1 Model docs xAI Intermediate xai, grok build, coding agents, model selection, agentic coding You want the specific Grok Build model details, pricing, and capabilities before testing xAI for agentic coding work.
xAI Web Search Tool docs xAI Intermediate xai, web search, grounded answers, tool use, agents You want xAI's official grounded-search tool docs before using Grok for real-time web research or tool-using agent workflows.
xAI release notes Release notes xAI Intermediate xai, grok, release notes, model migrations, api You need the official changelog for current Grok releases, retirements, and API behavior changes before upgrading.
Perplexity Agent API models Model docs Perplexity Intermediate perplexity, agent api, model selection, search, research workflows You need Perplexity's current multi-provider model table for grounded agent workflows and fallback behavior.
Perplexity Search API API docs Perplexity Intermediate perplexity, search api, ai search, grounded answers, rag You need ranked web results and domain filtering rather than only generated summaries.
Perplexity MCP server overview Guide Perplexity Intermediate perplexity, mcp, search, research workflows, grounded answers You want Perplexity's official MCP path for bringing grounded search into agent workflows and tool-connected research setups.
OpenRouter models API API reference OpenRouter Intermediate openrouter, model catalog, api reference, model routing, model selection You want a machine-readable way to inspect current models, filters, and metadata across providers.
OpenRouter provider routing Guide OpenRouter Intermediate openrouter, provider routing, fallbacks, model selection, reliability You need to learn how OpenRouter routes across providers, handles fallbacks, and exposes preference controls before relying on it in production.
OpenRouter Fusion Router Guide OpenRouter Intermediate to advanced openrouter, fusion router, model routing, deliberation, frontier models You want a documented multi-model deliberation workflow instead of choosing just one model up front.
OpenRouter web search Guide OpenRouter Intermediate openrouter, web search, grounded answers, routing, agents You want to layer live web search onto routed models and need the official plugin and server-tool behavior.
Hugging Face model hub Model catalog Hugging Face Beginner to advanced hugging face, model hub, open models, llama, qwen, mistral, deepseek, transformers You need to discover, compare, and run open model checkpoints, datasets, and demos.
Hugging Face Agents Course Free course Hugging Face Beginner to intermediate agents, tools, open models You want a hands-on agent course that uses open-source tools.
Hugging Face Context Course Free course Hugging Face Intermediate context engineering, coding agents, skills, subagents, mcp You want a focused course on context engineering for code agents, including skills, subagents, hooks, and MCP.
Hugging Face MCP Course Free course Hugging Face Beginner to intermediate mcp, model context protocol, tools, agents, integrations You want a structured introduction to the Model Context Protocol before building tool-connected agent workflows.
Hugging Face LLM Course Free course Hugging Face Beginner to intermediate transformers, llms, open models, foundations You need the Transformer, LLM, and inference basics behind many AI apps.
Hugging Face smol-course Free course Hugging Face Intermediate fine-tuning, post-training, open models, evaluation, smollm You want a current structured course on instruction tuning, fine-tuning, and evaluation around compact open models.
Aider GitHub repo and docs Aider Beginner to advanced coding agents, developer tools, terminal, git, pair programming You want a practical open-source terminal coding agent with a strong git-centric workflow and extensive real-world usage tips.
OpenHands Open-source agent platform OpenHands Intermediate to advanced coding agents, automation, self-hosted, agent platform, developer tools You want to study or run an open-source software-agent stack that can execute longer-lived coding and operations workflows.
Model Context Protocol intro Spec and guide Model Context Protocol Intermediate mcp, agents, tools, connectors, protocols You need the core mental model for how tools, connectors, and agent environments interoperate across AI apps.
Anthropic Prompt Engineering Overview Guide Anthropic Beginner to intermediate prompting, claude, api You are building with Claude and want official prompting guidance.
Google Machine Learning Crash Course Free course Google for Developers Beginner ml foundations, classification, neural networks You need practical ML vocabulary before deeper AI engineering.
LangGraph Academy Free course LangChain Intermediate agents, langgraph, llm orchestration You want to build multi-step agent workflows with state.
LlamaIndex Docs Docs and examples LlamaIndex Intermediate rag, agents, documents You need to connect LLMs to documents, data, and retrieval.
W&B LLM Evaluation Course Free course Weights & Biases Intermediate evals, llm apps, observability You need to debug and measure LLM app quality.
Kaggle Intro to Machine Learning Micro-course Kaggle Beginner ml foundations, python, data You need small exercises for ML basics.
StatQuest Neural Networks Video lesson Josh Starmer Beginner neural networks, statistics, foundations You want a plain-language explanation of neural-network basics.
3Blue1Brown Neural Networks Video series 3Blue1Brown Beginner to intermediate neural networks, visual, foundations You need visual intuition for neural networks.
Learn PyTorch Free book and videos Daniel Bourke Beginner to intermediate pytorch, deep learning, computer vision You want to learn deep learning by writing PyTorch code.
Pinecone Learn: Retrieval-Augmented Generation Guide Pinecone Beginner to intermediate rag, vector search, embeddings You need to understand the moving parts of RAG.
Weaviate Academy Free academy Weaviate Beginner to intermediate vector search, rag, hybrid search You want structured vector database and retrieval lessons.
Phoenix by Arize Open source tool and docs Arize AI Intermediate evals, observability, tracing You need to trace, inspect, and evaluate LLM app behavior.
Langfuse Docs Docs and cookbooks Langfuse Intermediate observability, tracing, prompt management You need production LLM tracing, scoring, and prompt operations.
Promptfoo Intro Open source docs Promptfoo Intermediate evals, prompt testing, red teaming You need regression tests for prompts, models, and LLM outputs.
Made With ML Free course Made With ML Intermediate mlops, testing, deployment You need production ML habits that transfer to AI systems.
DataTalks.Club ML Zoomcamp Free cohort course DataTalks.Club Beginner to intermediate ml engineering, data, deployment You want a structured free path into ML engineering.
AI Evals for Engineers & PMs Cohort course Hamel Husain and Shreya Shankar Intermediate evals, product, llm reliability You are shipping AI features and need a serious evaluation workflow.
AI Engineer Talks Conference videos AI Engineer Intermediate to advanced ai engineering, agents, developer tools You want practitioner talks from builders working on the current AI stack.
Lenny's Podcast: AI product episodes Podcast videos Lenny Rachitsky Beginner to advanced product, ai adoption, strategy You want AI product examples from PMs and founders.
The Cognitive Revolution Podcast Nathan Labenz Intermediate to advanced ai strategy, research context, industry You want long-form interviews with AI builders and researchers.
Simon Willison: The last six months in LLMs in five minutes Talk Simon Willison Beginner to advanced llm tools, local models, ai engineering, model selection, frontier models You want a grounded tour of current LLM tooling, model tradeoffs, and the practical ecosystem.
Full Stack Deep Learning Lectures Course videos Full Stack Deep Learning Intermediate to advanced mlops, deployment, product ml You want the whole lifecycle of ML and AI product development.
AI with ALLIE: How I built my AI agent workforce Beehiiv post Allie K. Miller Beginner to intermediate ai strategy, ai agents, business workflows, operator education, beehiiv You want a current business-friendly example of treating AI agents like onboarded teammates with roles, context, and review.
AI with ALLIE: Claude Code for professionals Beehiiv post Allie K. Miller Beginner claude code, ai literacy, business workflows, non-technical builders, beehiiv You want a non-engineer explanation of why Claude Code-style tools matter for everyday professional work.
Allie K. Miller on Instagram Instagram feed Allie K. Miller Beginner instagram, ai literacy, business ai, short-form learning Use this as a short-form feed for executive-friendly AI explanations and practical business use cases.
Allie K. Miller on TikTok TikTok feed Allie K. Miller Beginner tiktok, ai literacy, business ai, short-form learning Use this when you want quick, mobile-first AI lessons and business examples from a high-reach AI educator.
Allie K. Miller on X X feed Allie K. Miller Beginner x, ai strategy, business ai, ai literacy Use this for current AI business commentary, practical examples, and links to Allie's latest courses and posts.
Ruben Hassid: Claude 101 Substack guide Ruben Hassid Beginner substack, claude, claude code, ai writing, non-technical builders You want a current, beginner-friendly sequence of Claude guides, including Claude Code for people who do not think of themselves as coders.
Ruben Hassid on Instagram Instagram feed Ruben Hassid Beginner instagram, ai writing, claude, content workflows, short-form learning Use this for short AI writing, Claude, and creator-workflow examples that translate newsletter ideas into social formats.
Ruben Hassid on X X feed Ruben Hassid Beginner x, ai writing, claude, content systems, short-form learning Use this when you want fast, opinionated AI writing and Claude workflow notes from Ruben's current feed.
Pietro's AI Substack latest tutorials Substack newsletter Pietro Montaldo Beginner to intermediate substack, claude skills, claude code, non-technical builders, ai workflows You want actionable Claude and AI workflow tutorials for non-technical operators without a general AI news feed.
Pietro Montaldo: 9 Claude Skills I use daily Substack guide Pietro Montaldo Beginner to intermediate substack, claude skills, agent workflows, business automation, prompting You want a concrete list of reusable Claude meta-skills for writing, fact-checking, file organization, decisions, and prompt building.
The Rundown AI latest articles Newsletter and article feed Rowan Cheung Beginner ai news, ai university, business workflows, newsletter, social learning Use this as a daily AI briefing when you want news paired with practical ways to apply new AI tools at work.
The Rundown AI on Instagram Instagram feed Rowan Cheung Beginner instagram, ai news, short-form learning, tool discovery Use this for quick visual updates on major AI launches and tool changes before deciding what deserves deeper reading.
Rowan Cheung on X X feed Rowan Cheung Beginner x, ai news, frontier models, tool discovery Use this for fast AI ecosystem updates from the founder of The Rundown AI.
Superhuman AI latest posts Beehiiv newsletter Zain Kahn Beginner beehiiv, ai news, productivity, business workflows, tool discovery Use this for a fast daily AI news and workflow digest aimed at professionals who need practical tool ideas.
Zain Kahn on X X feed Zain Kahn Beginner x, ai productivity, business ai, tool discovery Use this for current AI productivity examples and links from the Superhuman AI publisher.
Ben's Bites archive Substack newsletter Ben Tossell Beginner to intermediate substack, ai news, builders, agents, coding tools Use this when you want a builder-focused AI newsletter that tracks agents, model releases, coding tools, and AI startup ideas.
AI Engineering: Code Is the New Agent Harness Beehiiv post Sumanth P Intermediate beehiiv, agents, ai engineering, evals, tracing, code harnesses You want a concise technical briefing on why code, traces, tests, and harnesses matter for real agent systems.
AI Agents Hour YouTube and X livestream Mastra Intermediate youtube, x, agents, ai engineering, weekly show, developer tools You want a weekly agent-building show that mixes current AI news with technical discussion of agent infrastructure.
This Week in AI YouTube channel This Week in AI Beginner to intermediate youtube, ai news, frontier models, agents, industry context Use this for longer-form weekly AI context when you want model, agent, product, and market changes explained together.
The Happy Operator YouTube channel The Happy Operator Beginner to intermediate youtube, claude code, claude cowork, operator workflows, non-technical builders Use this for non-technical Claude Code, Claude Cowork, and personal operating-system walkthroughs.
Max Ciba on Instagram Instagram feed Max Ciba Beginner instagram, ai tools, claude code, short-form learning, non-technical builders Use this as a short-form AI tools and Claude Code feed for quick examples, then verify any workflow against official docs before adopting it.
OpenClaw Skills Official docs OpenClaw Intermediate openclaw, skills, agent skills, tool use, local agents Use this to understand the OpenClaw skill format: markdown instruction files in directories with SKILL.md frontmatter and tool-use guidance. Read the official skills docs before installing community skills, then test one low-risk local skill in a disposable workspace.
ClawHub Registry OpenClaw Intermediate clawhub, openclaw, skill marketplace, plugins, agent skills Use this when you need a public registry for OpenClaw skills and plugins rather than hand-copying skill folders. Search from the CLI, inspect the skill source, and install only skills that match a real workflow.
AI Skills for Real Engineers Skill catalog Matt Pocock / AI Hero Beginner to intermediate ai hero, claude skills, ai coding, tdd, triage, handoffs Use this when you want opinionated coding-agent workflows instead of generic prompt snippets. Start with /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, or /handoff depending on the job.
OpenClaw Open-source agent harness OpenClaw Intermediate to advanced openclaw, agent harness, local agents, skills, plugins, automation Use this when you want an agent runtime you can shape with local skills, plugins, and workspace-level behavior. Start with the docs, install the minimum useful setup, then add one skill only after you understand its file access and commands.
Hermes Agent Open-source agent Nous Research Advanced hermes, nous research, agent harness, memory, self-improving skills, personal agent Use this when persistent memory, skill creation from completed tasks, and remote agent operation matter more than a simple chat UI. Read the README, run it in a contained environment, and test one recurring workflow before trusting broader memory.
Mission Control Open-source dashboard Builderz Labs Intermediate to advanced mission control, agent orchestration, multi-agent workflows, dashboard, cost tracking Use this when the hard part is seeing, assigning, and coordinating agent work rather than writing another prompt. Run it locally, connect one low-risk agent workflow, and validate task state, cost tracking, and review behavior.
Mission Control AI Preconfigured AI workers Mission Control AI Business to enterprise mission control ai, ai workers, synthetic labor, sops, governance, enterprise automation Use this when you want role-specific AI workers with SOPs, integrations, and governance policies already built in. Map one operational process, identify data and approval boundaries, and evaluate whether a prebuilt worker fits before building custom agents.
Lindy AI executive assistant Lindy Beginner to intermediate lindy, ai assistant, email, calendar, meetings, integrations, workflow automation Use this when the job is business admin across apps rather than custom coding or local agent infrastructure. Build one assistant for a narrow workflow such as meeting follow-up, scheduling, or inbox triage with human approval.
Viktor Slack and Teams AI employee Viktor Business to enterprise viktor, ai coworker, slack, microsoft teams, reports, dashboards, campaigns, integrations Use this when the adoption surface should be chat-native and team-facing rather than a separate automation builder. Pick one team workflow, define who approves outputs, and measure whether Viktor saves time without creating review burden.
VIKTOR.AI AI-powered engineering apps and agents VIKTOR.AI Intermediate to enterprise viktor.ai, engineering automation, ai agents, workflow apps, domain tools Use this when the agent problem is domain engineering workflow automation, not general business admin. Find a repeatable engineering calculation, review, or reporting workflow and evaluate whether a domain app is safer than a general agent.
Initial Commit Newsletter Josh Pigford Beginner to intermediate Founder workflows, Product ops, Automation Use this when you want Josh Pigford's material for founder workflows and related AI skills.
Builder Methods Newsletter Brian Casel Beginner to intermediate Founder workflows, Systems, Automation Use this when you want Brian Casel's material for founder workflows and related AI skills.
Become an AI Powered Product Leader Course Peter Yang Intermediate Product strategy, Writing, AI adoption Use this when you want Peter Yang's material for product strategy and related AI skills.
How I AI Newsletter series Lenny Rachitsky Beginner to intermediate Product, Growth, Team adoption Use this when you want Lenny Rachitsky's material for product and related AI skills.
One Useful Thing Newsletter Ethan Mollick Beginner to advanced AI literacy, Workplace adoption, Strategy Use this when you want Ethan Mollick's material for ai literacy and related AI skills.
AI Engineer Conference talks Swyx Intermediate to advanced AI engineering, Agents, Developer tools Use this when you want Swyx's material for ai engineering and related AI skills.
DeepLearning.AI Short Courses Short courses Andrew Ng Beginner to advanced Prompting, Agents, RAG, ML foundations Use this when you want Andrew Ng's material for prompting and related AI skills.
fast.ai Free course Jeremy Howard Intermediate Deep learning, PyTorch, Model training Use this when you want Jeremy Howard's material for deep learning and related AI skills.
fast.ai Courses Rachel Thomas Beginner to intermediate Practical ML, Ethics, Education Use this when you want Rachel Thomas's material for practical ml and related AI skills.
Neural Networks: Zero to Hero YouTube course Andrej Karpathy Intermediate Neural networks, Backprop, LLM internals Use this when you want Andrej Karpathy's material for neural networks and related AI skills.
Simon Willison on LLMs Blog Simon Willison Beginner to advanced LLM tools, Prompting, AI safety, Local models, Model selection Use this when you want Simon Willison's material for llm tools and related AI skills.
Instructor Docs Jason Liu Intermediate Structured outputs, Extraction, RAG Use this when you want Jason Liu's material for structured outputs and related AI skills.
Hamel's AI evals guides Guides Hamel Husain Intermediate to advanced Evals, RAG, LLM product quality Use this when you want Hamel Husain's material for evals and related AI skills.
AI Evals for Engineers and PMs Course Shreya Shankar Intermediate Evals, LLM reliability, Product quality Use this when you want Shreya Shankar's material for evals and related AI skills.
AI Engineering Book Chip Huyen Intermediate to advanced AI engineering, Systems, Production ML Use this when you want Chip Huyen's material for ai engineering and related AI skills.
Learn Prompting Free guide Sander Schulhoff Beginner to intermediate Prompting, AI literacy, Security Use this when you want Sander Schulhoff's material for prompting and related AI skills.
DAIR.AI Prompt Engineering Guide Guide Elvis Saravia Beginner to advanced Prompting, RAG, Reasoning, Agents Use this when you want Elvis Saravia's material for prompting and related AI skills.
Eugene Yan Essays Eugene Yan Intermediate to advanced Applied ML, Recommenders, LLM systems Use this when you want Eugene Yan's material for applied ml and related AI skills.
RLHF Book Book Nathan Lambert Advanced RLHF, Post-training, Alignment Use this when you want Nathan Lambert's material for rlhf and related AI skills.
Build a Large Language Model From Scratch Book Sebastian Raschka Intermediate LLM internals, PyTorch, Model training Use this when you want Sebastian Raschka's material for llm internals and related AI skills.
The Illustrated Transformer Visual essays Jay Alammar Beginner to intermediate Transformers, Embeddings, LLM concepts Use this when you want Jay Alammar's material for transformers and related AI skills.
Lilian Weng's AI posts Technical essays Lilian Weng Advanced Agents, RAG, ML research Use this when you want Lilian Weng's material for agents and related AI skills.
AI Engineering resources Newsletter Addy Osmani Beginner to intermediate AI coding, Engineering workflows, Frontend Use this when you want Addy Osmani's material for ai coding and related AI skills.
AI Hero Free tutorials Matt Pocock Beginner to advanced AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning Use this when you want Matt Pocock's material for ai coding and related AI skills.
Latent Space Podcast Latent Space Intermediate to advanced AI engineering, Industry context, Model ecosystem Use this when you want Latent Space's material for ai engineering and related AI skills.
Cohere For AI Research Cohere For AI Advanced NLP research, Open models, Multilingual AI Use this when you want Cohere For AI's material for nlp research and related AI skills.
Craig Hewitt and 100 Days of AI Website Craig Hewitt Beginner to intermediate AI leadership, Founder workflows, Business systems, Automation Use this when you want Craig Hewitt's material for ai leadership and related AI skills.
AI Automation Society Community Nate Herk Beginner to intermediate AI automation, n8n, Business workflows, AI operating systems Use this when you want Nate Herk's material for ai automation and related AI skills.
AI Automation Agency Hub Community Liam Ottley Beginner to intermediate AI agencies, Client acquisition, Automation offers, Business systems Use this when you want Liam Ottley's material for ai agencies and related AI skills.
AI Automations by Jack Community Jack Roberts Beginner to intermediate AI automation, Claude Code, Client workflows, AI services Use this when you want Jack Roberts's material for ai automation and related AI skills.
ChatGPT Users Community Jason West Beginner to intermediate ChatGPT, Business prompts, Decision support, Client workflows Use this when you want Jason West's material for chatgpt and related AI skills.
The AI Advantage Community Igor Pogany Beginner to intermediate AI productivity, ChatGPT, Business workflows, Prompting Use this when you want Igor Pogany's material for ai productivity and related AI skills.
The AI Advantage Community Tony Robbins Beginner to intermediate AI productivity, Business growth, Mindset, Prompting Use this when you want Tony Robbins's material for ai productivity and related AI skills.
The AI Advantage Community Dean Graziosi Beginner to intermediate AI productivity, Creator businesses, Offers, Business workflows Use this when you want Dean Graziosi's material for ai productivity and related AI skills.
AI Marketing Insiders Community Bryan Zimmerman Beginner to intermediate AI marketing, Campaign systems, Content workflows, Customer acquisition Use this when you want Bryan Zimmerman's material for ai marketing and related AI skills.
The AI Marketing School Community Dr. Tomayia Colvin Beginner to intermediate AI marketing, Canva, Flyers, Client attraction Use this when you want Dr. Tomayia Colvin's material for ai marketing and related AI skills.
AI Automation Mastermind Community Paul Caruana Beginner to intermediate AI automation, Operations, Efficiency, Small business workflows Use this when you want Paul Caruana's material for ai automation and related AI skills.
AI Operators Club Community AI Operators Club Beginner to intermediate AI operations, Claude, GoHighLevel, Automation, Business systems Use this when you want AI Operators Club's material for ai operations and related AI skills.
AI Automation Circle Community AI Automation Circle Beginner to intermediate AI automation, Live hotseats, Client systems, Workflow support Use this when you want AI Automation Circle's material for ai automation and related AI skills.
AI Coaching Advantage Community AI Coaching Advantage Beginner to intermediate AI coaching workflows, Client operations, Files, Email drafts, Business organization Use this when you want AI Coaching Advantage's material for ai coaching workflows and related AI skills.
School of AI Automation Community School of AI Automation Beginner to intermediate AI agents, Client acquisition, Templates, Automation systems Use this when you want School of AI Automation's material for ai agents and related AI skills.
The AI Income Lab Community The AI Income Lab Beginner to intermediate AI income, Business systems, No-code AI, Automation Use this when you want The AI Income Lab's material for ai income and related AI skills.
AI Video Bootcamp Community Daniel Riley Beginner to intermediate AI video, AI avatars, UGC ads, Creative workflows Use this when you want Daniel Riley's material for ai video and related AI skills.
Creator Academy AI Community Faisal Khan Beginner to intermediate AI video, AI image creation, UGC ads, AI influencers Use this when you want Faisal Khan's material for ai video and related AI skills.
AI Creator Academy by DCT Community Mesha Bazemore Beginner to intermediate AI creator skills, Digital products, AI art, Canva, Side hustles Use this when you want Mesha Bazemore's material for ai creator skills and related AI skills.
AI Systemizers Community Vianney Wilson Beginner to intermediate Business systems, AI automation, Sales systems, Founder freedom Use this when you want Vianney Wilson's material for business systems and related AI skills.
Club Jam AI for Entrepreneurs Community Jam Anderson Beginner to intermediate ChatGPT, Claude, AI agents, Small business AI Use this when you want Jam Anderson's material for chatgpt and related AI skills.
The AI Founder's Vault+ Community Johnny Nel Beginner to intermediate Plug-and-play AI, Founder tools, Templates, CRM workflows Use this when you want Johnny Nel's material for plug-and-play ai and related AI skills.
ship - mobile app founders Community Eldar Agayev Beginner to intermediate AI app building, Vibe coding, Mobile apps, Launch strategy Use this when you want Eldar Agayev's material for ai app building and related AI skills.
AI Founders Labs Community James Wild Beginner to intermediate AI agents, Ready-made projects, Dashboards, Prompts Use this when you want James Wild's material for ai agents and related AI skills.
AI Creators Academy Community Markens Castelly Beginner to intermediate AI creator workflows, Digital products, Mindset, Content Use this when you want Markens Castelly's material for ai creator workflows and related AI skills.
Valdo AI prompts and GPTs Community Valdo AI Beginner to intermediate AI prompts, Custom GPTs, Notion workflows, Growth systems Use this when you want Valdo AI's material for ai prompts and related AI skills.
AI App Founders Community Darius Mora Beginner to intermediate AI app building, No-code apps, App Store launch, Revenue strategy Use this when you want Darius Mora's material for ai app building and related AI skills.
Free AI Creator Academy Community The Clueless Aigency Beginner to intermediate AI avatars, AI influencers, Creative strategy, Digital identities Use this when you want The Clueless Aigency's material for ai avatars and related AI skills.
AI Marketing Hub Community AI Marketing Hub Beginner to intermediate AI marketing, SEO, Content workflows, Campaign ideas Use this when you want AI Marketing Hub's material for ai marketing and related AI skills.
Solopreneur Unleash AI Marketing Community Solopreneur Unleash AI Marketing Beginner to intermediate AI marketing, Prompt libraries, Creative assets, Measurement Use this when you want Solopreneur Unleash AI Marketing's material for ai marketing and related AI skills.
Stock Image AI Prompt Lab Community Stock Image AI Prompt Lab Beginner to intermediate AI image prompts, Stock images, Commercial creative workflows Use this when you want Stock Image AI Prompt Lab's material for ai image prompts and related AI skills.
Online Business Mastery Community Online Business Mastery Beginner to intermediate ChatGPT for business, VA workflows, Business audits, Templates Use this when you want Online Business Mastery's material for chatgpt for business and related AI skills.
The AI-Driven Business Summit Community The AI-Driven Business Summit Beginner to intermediate AI business, Skool growth, Community monetization, AI tools Use this when you want The AI-Driven Business Summit's material for ai business and related AI skills.
AskSpot.ai User Community Community AskSpot.ai User Community Beginner to intermediate AI assistants, Customer support, Training videos, Tool adoption Use this when you want AskSpot.ai User Community's material for ai assistants and related AI skills.
AI Simple Community AI Simple Beginner to intermediate AI implementation, Business clarity, Team workflows, Prompting Use this when you want AI Simple's material for ai implementation and related AI skills.
The Stoa of AI Community The Stoa of AI Beginner to intermediate AI strategy, AI assistants, Business tools, Cost reduction Use this when you want The Stoa of AI's material for ai strategy and related AI skills.
AI Content Creators Community AI Content Creators Beginner to intermediate AI content, Images, Videos, Voice cloning, Monetization Use this when you want AI Content Creators's material for ai content and related AI skills.
The Active Income Network Community The Active Income Network Beginner to intermediate AI business, Offer validation, Lead generation, Sales outreach Use this when you want The Active Income Network's material for ai business and related AI skills.
Luv2Learn AI Lab Community Luv2Learn AI Lab Beginner to intermediate AI music, Suno, Creative prompts, Digital products Use this when you want Luv2Learn AI Lab's material for ai music and related AI skills.
AI for Business Community AI for Business Beginner to intermediate AI for business, Automation, Marketing systems, Community learning Use this when you want AI for Business's material for ai for business and related AI skills.
AI Video Creators Community Community AI Video Creators Community Beginner to intermediate AI video, AI avatars, UGC ads, Content monetization Use this when you want AI Video Creators Community's material for ai video and related AI skills.
Zero To Founder Community Tom Bilyeu Beginner to intermediate Entrepreneurship, AI prompts, Business launch, Founder mindset Use this when you want Tom Bilyeu's material for entrepreneurship and related AI skills.
Corey Ganim YouTube Corey Ganim Beginner to intermediate AI for entrepreneurs, Ecommerce workflows, Business automation, Operator interviews Use this when you want Corey Ganim's material for ai for entrepreneurs and related AI skills.
The AI Automators YouTube tutorials The AI Automators Beginner to intermediate AI automation, Workflow tools, Business systems, Tool integrations Use this when you want The AI Automators's material for ai automation and related AI skills.
Nick Saraev YouTube Nick Saraev Beginner to intermediate AI agencies, Automation, No-code tools, Business workflows Use this when you want Nick Saraev's material for ai agencies and related AI skills.
Connor Cahill YouTube Connor Cahill Beginner to intermediate AI agencies, Automation, Client offers, No-code systems Use this when you want Connor Cahill's material for ai agencies and related AI skills.
Serge Gatari YouTube Serge Gatari Beginner to intermediate AI consulting, Agency systems, Sales, Automation Use this when you want Serge Gatari's material for ai consulting and related AI skills.
Michele Torti YouTube Michele Torti Beginner to intermediate AI business, Automation, Freelancing, Client workflows Use this when you want Michele Torti's material for ai business and related AI skills.
Riley Brown YouTube Riley Brown Beginner to intermediate AI app building, No-code AI, AI tools, Rapid prototyping Use this when you want Riley Brown's material for ai app building and related AI skills.
Brett Malinowski YouTube Brett Malinowski Beginner to intermediate AI tools, No-code apps, Automation, Business ideas Use this when you want Brett Malinowski's material for ai tools and related AI skills.
Alex Finn YouTube Alex Finn Beginner to intermediate AI content, Personal brand workflows, Writing with AI, Social growth Use this when you want Alex Finn's material for ai content and related AI skills.
EasyGen and AI content workflows LinkedIn Ruben Hassid Beginner to intermediate AI writing, LinkedIn content, Personal branding, Content systems Use this when you want Ruben Hassid's material for ai writing and related AI skills.
Pietro's AI Substack Substack Pietro Montaldo Beginner to intermediate Claude Skills, Claude Code, AI workflows, Business automation Use this when you want Pietro Montaldo's material for claude skills and related AI skills.
Rob Lennon AI writing Newsletter Rob Lennon Beginner to intermediate AI writing, Prompting, Content systems, Creator workflows Use this when you want Rob Lennon's material for ai writing and related AI skills.
Ship 30 for 30 and AI writing workflows Cohort course Dickie Bush Beginner to intermediate Writing with AI, Content strategy, Audience building, Digital writing Use this when you want Dickie Bush's material for writing with ai and related AI skills.
Typeshare and digital writing Writing platform Nicolas Cole Beginner to intermediate AI-assisted writing, Content systems, Personal brand, Idea development Use this when you want Nicolas Cole's material for ai-assisted writing and related AI skills.
The Saturday Solopreneur Newsletter Justin Welsh Beginner to intermediate Solopreneur systems, Content workflows, AI-assisted operations, Audience growth Use this when you want Justin Welsh's material for solopreneur systems and related AI skills.
Aadit Sheth AI workflows Newsletter Aadit Sheth Beginner to intermediate AI productivity, Creator workflows, Prompting, Systems Use this when you want Aadit Sheth's material for ai productivity and related AI skills.
Phil Pallen AI for branding YouTube Phil Pallen Beginner to intermediate AI branding, Content creation, Canva, Marketing Use this when you want Phil Pallen's material for ai branding and related AI skills.
AI InnoVision Summits Alicia Lyttle Beginner to intermediate AI business, Prompting, Productivity, Marketing workflows Use this when you want Alicia Lyttle's material for ai business and related AI skills.
Allie K. Miller AI education Keynotes Allie K. Miller Beginner to intermediate AI strategy, AI literacy, Leadership, Business adoption Use this when you want Allie K. Miller's material for ai strategy and related AI skills.
The AI Exchange Courses Rachel Woods Beginner to intermediate AI literacy, Productivity, Workflow design, Team training Use this when you want Rachel Woods's material for ai literacy and related AI skills.
Marketing AI Institute Institute Paul Roetzer Beginner to intermediate AI marketing, Marketing strategy, AI adoption, Responsible AI Use this when you want Paul Roetzer's material for ai marketing and related AI skills.
Marketing AI Institute Articles Mike Kaput Beginner to intermediate AI marketing, Content strategy, AI news, Adoption Use this when you want Mike Kaput's material for ai marketing and related AI skills.
Trust Insights Blog Christopher Penn Beginner to intermediate AI marketing analytics, Prompting, Data strategy, Measurement Use this when you want Christopher Penn's material for ai marketing analytics and related AI skills.
AI marketing and growth systems Newsletter Kieran Flanagan Beginner to intermediate AI marketing, Growth systems, Content strategy, AI adoption Use this when you want Kieran Flanagan's material for ai marketing and related AI skills.
Late Checkout and Startup Ideas Newsletter Greg Isenberg Beginner to intermediate AI business ideas, Community-led products, No-code prototypes, Founder workflows Use this when you want Greg Isenberg's material for ai business ideas and related AI skills.
The Rundown AI Newsletter Rowan Cheung Beginner to intermediate AI news, Tool discovery, Beginner AI workflows, Prompting Use this when you want Rowan Cheung's material for ai news and related AI skills.
Superhuman AI Newsletter Zain Kahn Beginner to intermediate AI productivity, Tool discovery, Business workflows, Prompting Use this when you want Zain Kahn's material for ai productivity and related AI skills.
Wonder Tools Newsletter Jeremy Caplan Beginner to intermediate AI tools, Productivity, Creative workflows, Teaching Use this when you want Jeremy Caplan's material for ai tools and related AI skills.
AI Mindset and NYU Stern Newsletter Conor Grennan Beginner to intermediate AI literacy, Prompting, Workplace adoption, AI mindset Use this when you want Conor Grennan's material for ai literacy and related AI skills.
Bernard Marr AI strategy Books Bernard Marr Beginner to intermediate AI strategy, Business transformation, Future of work, AI use cases Use this when you want Bernard Marr's material for ai strategy and related AI skills.
Josh Cavalier AI for education Courses Josh Cavalier Beginner to intermediate AI for education, Instructional design, Training workflows, Prompting Use this when you want Josh Cavalier's material for ai for education and related AI skills.
The Sensible AI Manifesto Books Dave Birss Beginner to intermediate Creative AI, Prompting, Business creativity, Practical AI Use this when you want Dave Birss's material for creative ai and related AI skills.
Intelligent Automation Books Pascal Bornet Beginner to intermediate Intelligent automation, AI strategy, Process improvement, Future of work Use this when you want Pascal Bornet's material for intelligent automation and related AI skills.
Marketing and AI keynotes Keynotes Andrew Davis Beginner to intermediate AI marketing, Storytelling, Content strategy, Customer experience Use this when you want Andrew Davis's material for ai marketing and related AI skills.
Foundation Marketing Newsletter Ross Simmonds Beginner to intermediate AI content marketing, Distribution, SEO, Content systems Use this when you want Ross Simmonds's material for ai content marketing and related AI skills.
Orbit Media Blog Andy Crestodina Beginner to intermediate AI content, SEO, Analytics, Website optimization Use this when you want Andy Crestodina's material for ai content and related AI skills.
LearningSEO.io and SEOFOMO Guides Aleyda Solis Beginner to intermediate AI SEO, Search strategy, Content optimization, Technical SEO basics Use this when you want Aleyda Solis's material for ai seo and related AI skills.
Growth Memo Newsletter Kevin Indig Beginner to intermediate AI search, SEO strategy, Growth, Content systems Use this when you want Kevin Indig's material for ai search and related AI skills.
Product-Led SEO Book Eli Schwartz Beginner to intermediate AI SEO, Organic growth, Search strategy, Product-led content Use this when you want Eli Schwartz's material for ai seo and related AI skills.
SparkToro and content marketing Blog Amanda Natividad Beginner to intermediate Audience research, AI content, Marketing strategy, Zero-click content Use this when you want Amanda Natividad's material for audience research and related AI skills.
SparkToro Blog Rand Fishkin Beginner to intermediate AI search, Audience research, Marketing strategy, Content quality Use this when you want Rand Fishkin's material for ai search and related AI skills.
Email marketing and AI workflows Newsletter Chase Dimond Beginner to intermediate AI email marketing, Lifecycle campaigns, Copywriting, Ecommerce Use this when you want Chase Dimond's material for ai email marketing and related AI skills.
Copy Posse YouTube Alex Cattoni Beginner to intermediate AI copywriting, Sales pages, Email copy, Creative writing workflows Use this when you want Alex Cattoni's material for ai copywriting and related AI skills.
Copywriting Course Course Neville Medhora Beginner to intermediate AI copywriting, Prompts, Sales copy, Content ideas Use this when you want Neville Medhora's material for ai copywriting and related AI skills.
Copyhackers Courses Joanna Wiebe Beginner to intermediate AI copywriting, Conversion copy, Customer research, Messaging Use this when you want Joanna Wiebe's material for ai copywriting and related AI skills.
The Recipe for SEO Success Courses Kate Toon Beginner to intermediate AI SEO, Small business content, Copywriting, Search basics Use this when you want Kate Toon's material for ai seo and related AI skills.
Authentic Business and AI Courses George Kao Beginner to intermediate AI content, Authentic marketing, Creator systems, Business workflows Use this when you want George Kao's material for ai content and related AI skills.
Smart Passive Income Podcast Pat Flynn Beginner to intermediate AI for creators, Online business, Podcasting, Audience building Use this when you want Pat Flynn's material for ai for creators and related AI skills.
Awesome Creator Academy YouTube Roberto Blake Beginner to intermediate AI creator tools, Content systems, YouTube workflows, Creator business Use this when you want Roberto Blake's material for ai creator tools and related AI skills.
Freelance Friday YouTube Latasha James Beginner to intermediate AI social media, Freelance workflows, Client content, Marketing systems Use this when you want Latasha James's material for ai social media and related AI skills.
Creator Wizard Newsletter Justin Moore Beginner to intermediate AI sponsorship workflows, Creator business, Pitching, Negotiation Use this when you want Justin Moore's material for ai sponsorship workflows and related AI skills.
Wes McDowell YouTube Wes McDowell Beginner to intermediate AI website marketing, Lead generation, Copywriting, Business websites Use this when you want Wes McDowell's material for ai website marketing and related AI skills.
Wes Roth AI news YouTube Wes Roth Beginner to intermediate AI news, Tool discovery, AI strategy, Model awareness Use this when you want Wes Roth's material for ai news and related AI skills.
AI Explore YouTube Brian Sykes Beginner to intermediate AI tools, Creative AI, Productivity, Prompting Use this when you want Brian Sykes's material for ai tools and related AI skills.
Kevin Stratvert YouTube tutorials Kevin Stratvert Beginner to intermediate AI productivity, Microsoft Copilot, Office workflows, Beginner tutorials Use this when you want Kevin Stratvert's material for ai productivity and related AI skills.
Social Media Examiner Podcast Michael Stelzner Beginner to intermediate AI social media, Marketing strategy, Content workflows, Adoption Use this when you want Michael Stelzner's material for ai social media and related AI skills.
Mari Smith Courses Mari Smith Beginner to intermediate AI social media, Facebook marketing, Content strategy, Community Use this when you want Mari Smith's material for ai social media and related AI skills.
Trust Insights Newsletter Katie Robbert Beginner to intermediate AI strategy, Change management, Marketing analytics, Responsible AI Use this when you want Katie Robbert's material for ai strategy and related AI skills.
Your Nerdy Best Friend Keynotes Beth Ziesenis Beginner to intermediate AI productivity, Workplace tools, Non-technical training, Practical apps Use this when you want Beth Ziesenis's material for ai productivity and related AI skills.
BombBomb and human-centered AI communication Blog Ethan Beute Beginner to intermediate AI communication, Video messaging, Sales workflows, Customer experience Use this when you want Ethan Beute's material for ai communication and related AI skills.
Allie K. Miller on Maven Maven cohort course AI for Business Leaders Beginner to intermediate AI leadership, AI strategy, Team adoption, Business transformation Use this when you want AI for Business Leaders's material for ai leadership and related AI skills.
Blake Emal on Maven Maven cohort course AI Marketing 101 Beginner to intermediate AI marketing, Marketing automation, Context workflows, Campaign operations Use this when you want AI Marketing 101's material for ai marketing and related AI skills.
Practical Tech for PMs on Maven Maven cohort course Claude Code and Tech Foundations for Product Managers Beginner to intermediate Claude Code, Technical foundations, AI product work, PM workflows Use this when you want Claude Code and Tech Foundations for Product Managers's material for claude code and related AI skills.
Lena Shakurova on Maven Maven cohort course AI Automation for Business Leaders and Operations Managers Beginner to intermediate AI automation, Operations, Process audits, Delegation Use this when you want AI Automation for Business Leaders and Operations Managers's material for ai automation and related AI skills.
Mahesh Yadav on Maven Maven certification Agentic AI Product Management Certification Beginner to intermediate Agentic AI, Product management, Claude Code, AI product workflows Use this when you want Agentic AI Product Management Certification's material for agentic ai and related AI skills.
Rachel Wells on Maven Maven cohort course Use AI To Make Money And Start Your Business In 30 Days Beginner to intermediate AI business, Income ideas, No-code AI, Entrepreneurship Use this when you want Use AI To Make Money And Start Your Business In 30 Days's material for ai business and related AI skills.
Linda Mutricy on Maven Maven cohort course AI Automation Bootcamp for Operations Leaders Beginner to intermediate AI automation, Operations workflows, AI agents, No-code automation Use this when you want AI Automation Bootcamp for Operations Leaders's material for ai automation and related AI skills.
Hamza Farooq on Maven Maven cohort course Agentic AI for Product Managers Beginner to intermediate Agentic AI, AI product strategy, Evals, Production AI Use this when you want Agentic AI for Product Managers's material for agentic ai and related AI skills.
Josh Bermejo on Maven Maven lightning lesson Create Your Go To Market Strategy With AI Beginner to intermediate AI go-to-market, Positioning, Strategy, B2B marketing Use this when you want Create Your Go To Market Strategy With AI's material for ai go-to-market and related AI skills.
Matt Burton on Maven Maven cohort course AI Mastery for Business Leaders Beginner to intermediate AI leadership, Assistants, Avatars, Automations, Agents Use this when you want AI Mastery for Business Leaders's material for ai leadership and related AI skills.
Marily Nika on Maven Maven bootcamp AI Product Management Bootcamp and Certification Beginner to intermediate AI product management, AI product sense, PM artifacts, AI literacy Use this when you want AI Product Management Bootcamp and Certification's material for ai product management and related AI skills.
Faststart on Maven Maven cohort course Start a Business While Employed using ChatGPT Beginner to intermediate ChatGPT, Business planning, Market research, Sales funnels Use this when you want Start a Business While Employed using ChatGPT's material for chatgpt and related AI skills.
Almira Roldan and Leah Manoni on Maven Maven cohort course AI Automations Masterclass Beginner to intermediate n8n, No-code AI, Workflow automation, AI automations Use this when you want AI Automations Masterclass's material for n8n and related AI skills.
Ashley Gross on Maven Maven cohort course Build a Business with AI in 10 Days Beginner to intermediate AI business, Idea validation, Business planning, AI marketing Use this when you want Build a Business with AI in 10 Days's material for ai business and related AI skills.
Max Haining on Maven Maven lightning lesson Creating Automations with AI Beginner to intermediate No-code AI, Zapier, Automation, Productivity Use this when you want Creating Automations with AI's material for no-code ai and related AI skills.
James Gray on Maven Maven cohort course Hands-on Agentic AI for Leaders Beginner to intermediate Agentic AI, AI assistants, Leadership workflows, Prompt refinement Use this when you want Hands-on Agentic AI for Leaders's material for agentic ai and related AI skills.
Rajesh P on Maven Maven cohort course AI Coding for Product Managers Beginner to intermediate Claude Code, AI prototyping, Product shipping, PM workflows Use this when you want AI Coding for Product Managers's material for claude code and related AI skills.
Vidhi Chugh on Maven Maven cohort course Agentic AI for Business Leaders Beginner to intermediate Agentic AI, AI strategy, ROI, Opportunity prioritization Use this when you want Agentic AI for Business Leaders's material for agentic ai and related AI skills.
Polly Allen on Maven Maven cohort course Large Language Models for Product Managers Beginner to intermediate LLM fundamentals, Product scoping, Stakeholder alignment, AI prototyping Use this when you want Large Language Models for Product Managers's material for llm fundamentals and related AI skills.
Stephanie Nyarko on Maven Maven lightning lesson AI Agents with n8n: The Crash Course Beginner to intermediate n8n, AI agents, No-code platforms, Business automation Use this when you want AI Agents with n8n: The Crash Course's material for n8n and related AI skills.
LlamaIndex Docs Jerry Liu Intermediate RAG, Agents, Document workflows, Context augmentation Use this when you want Jerry Liu's material for rag and related AI skills.
StatQuest YouTube videos Josh Starmer Beginner to intermediate ML foundations, Statistics, Neural networks Use this when you want Josh Starmer's material for ml foundations and related AI skills.
Learn PyTorch Free book Daniel Bourke Beginner to intermediate PyTorch, Deep learning, Computer vision Use this when you want Daniel Bourke's material for pytorch and related AI skills.
Python Engineer YouTube tutorials Patrick Loeber Beginner to intermediate PyTorch, Python ML, LLM apps Use this when you want Patrick Loeber's material for pytorch and related AI skills.
IBM Generative AI courses Coursera courses Armand Ruiz Beginner Generative AI basics, Prompting, Business use cases Use this when you want Armand Ruiz's material for generative ai basics and related AI skills.
AI and Machine Learning for Coders Books Laurence Moroney Beginner to intermediate TensorFlow, ML foundations, Computer vision, NLP Use this when you want Laurence Moroney's material for tensorflow and related AI skills.
Deep Learning with Python Book François Chollet Intermediate Keras, Deep learning, Model design Use this when you want François Chollet's material for keras and related AI skills.
Hands-On Machine Learning Book Aurelien Geron Beginner to intermediate Scikit-learn, TensorFlow, ML foundations, Deep learning Use this when you want Aurelien Geron's material for scikit-learn and related AI skills.
AI and language model essays Essays Maggie Appleton Beginner to intermediate AI UX, Language model interfaces, Conceptual models Use this when you want Maggie Appleton's material for ai ux and related AI skills.
Linus Lee Essays Linus Lee Intermediate AI interfaces, Personal tools, LLM UX Use this when you want Linus Lee's material for ai interfaces and related AI skills.
Every AI and Chain of Thought Newsletter Dan Shipper Beginner to intermediate AI workflows, Writing with AI, Business use cases Use this when you want Dan Shipper's material for ai workflows and related AI skills.
Ben's Bites Newsletter Ben Tossell Beginner AI news, Tools, Workflow discovery Use this when you want Ben Tossell's material for ai news and related AI skills.
The Cognitive Revolution Podcast Nathan Labenz Intermediate to advanced AI strategy, Research context, Industry understanding Use this when you want Nathan Labenz's material for ai strategy and related AI skills.
The Data Exchange Podcast Ben Lorica Intermediate Data systems, ML engineering, AI trends Use this when you want Ben Lorica's material for data systems and related AI skills.
LangChain and LangGraph tutorials Notebooks Lance Martin Intermediate LangGraph, Agents, RAG, LLM orchestration Use this when you want Lance Martin's material for langgraph and related AI skills.
Data Independent AI tutorials YouTube tutorials Greg Kamradt Beginner to intermediate RAG, LLM apps, Prompting, Evaluation Use this when you want Greg Kamradt's material for rag and related AI skills.
James Briggs AI tutorials YouTube tutorials James Briggs Beginner to intermediate Vector search, RAG, Agents, Embeddings Use this when you want James Briggs's material for vector search and related AI skills.
Weaviate education videos YouTube tutorials Connor Shorten Beginner to intermediate Vector search, RAG, Hybrid search, Agents Use this when you want Connor Shorten's material for vector search and related AI skills.
Sentence Transformers Docs Nils Reimers Intermediate Embeddings, Semantic search, Vector search, NLP Use this when you want Nils Reimers's material for embeddings and related AI skills.
Hugging Face LLM tutorials Tutorials Phil Schmid Intermediate to advanced Open models, Fine-tuning, Deployment, Transformers Use this when you want Phil Schmid's material for open models and related AI skills.
NLP with Transformers Book Lewis Tunstall Intermediate Transformers, NLP, Open models, Fine-tuning Use this when you want Lewis Tunstall's material for transformers and related AI skills.
Serrano Academy YouTube lessons Luis Serrano Beginner to intermediate ML foundations, Math, Neural networks, AI foundations Use this when you want Luis Serrano's material for ml foundations and related AI skills.
Brandon Rohrer ML explanations Essays Brandon Rohrer Beginner to intermediate ML foundations, Deep learning, Model intuition Use this when you want Brandon Rohrer's material for ml foundations and related AI skills.
Tina Huang AI and data career videos YouTube videos Tina Huang Beginner AI literacy, Data skills, Career learning, Prompting Use this when you want Tina Huang's material for ai literacy and related AI skills.
Krish Naik AI tutorials YouTube tutorials Krish Naik Beginner to intermediate Machine learning, Deep learning, LLM apps, MLOps Use this when you want Krish Naik's material for machine learning and related AI skills.
Sentdex AI tutorials YouTube tutorials Sentdex Beginner to intermediate Python ML, Deep learning, Reinforcement learning, AI coding Use this when you want Sentdex's material for python ml and related AI skills.
Nicholas Renotte AI tutorials YouTube tutorials Nicholas Renotte Beginner to intermediate Computer vision, LLM apps, Python ML, Deep learning Use this when you want Nicholas Renotte's material for computer vision and related AI skills.
Dave Ebbelaar AI automation YouTube tutorials Dave Ebbelaar Beginner to intermediate Automation, Agents, AI workflows, No-code tools Use this when you want Dave Ebbelaar's material for automation and related AI skills.
Future Tools Tool directory Matt Wolfe Beginner Tool discovery, Creative AI, AI workflows Use this when you want Matt Wolfe's material for tool discovery and related AI skills.
HyperWrite and AI workflow writing Guides Matt Shumer Beginner to intermediate Prompting, Writing with AI, AI workflows Use this when you want Matt Shumer's material for prompting and related AI skills.
Riley Goodside prompting examples Examples Riley Goodside Intermediate Prompting, LLM behavior, AI safety, Model limits Use this when you want Riley Goodside's material for prompting and related AI skills.
OpenAI and AI engineering talks Talks Sean Grove Intermediate AI engineering, Developer tools, Agents, Structured data Use this when you want Sean Grove's material for ai engineering and related AI skills.