AI learning guide

Best AI resources for teachers and educators

Use AI for teaching, tutoring, curriculum, feedback, and learning support.

Best personalized teaching workflow: Learn Anything With My /teach Skill. Matt Pocock's Claude skill for guided learning missions and lessons. Start here if you want to see how AI can structure a lesson, quiz, and learning path.

Best broad AI literacy course: Generative AI for Everyone. DeepLearning.AI course for non-specialists. Use it before designing classroom or training material around AI.

Best prompting reference for educators: Learn Prompting. Structured guide to prompting concepts and safety. Use it when teaching students or colleagues how to work with AI responsibly.

Teachers need practical AI literacy

Educators need to understand how AI can tutor, draft, quiz, adapt examples, give feedback, and support planning. They also need to know where it fabricates, overconfidently grades, or weakens student thinking.

The /teach skill is useful because it shows AI as a structured learning companion. Generative AI for Everyone builds broad literacy. Learn Prompting helps educators explain prompt design without turning it into mysticism.

Use AI to improve learning, not replace judgement

A good education resource should discuss learning goals, feedback quality, assessment integrity, student privacy, and when a human teacher must stay in charge.

Look for examples that create lessons, questions, explanations, and practice loops. Avoid resources that only show shortcut homework answers or generic productivity tips.

Recommended courses and resources

  1. Learn Prompting

    Guide · Sander Schulhoff · Beginner to intermediate

    You need a broad prompt engineering reference.

  2. AI with ALLIE: How I built my AI agent workforce

    Beehiiv post · Allie K. Miller · Beginner to intermediate

    You want a current business-friendly example of treating AI agents like onboarded teammates with roles, context, and review.

  3. AI with ALLIE: Claude Code for professionals

    Beehiiv post · Allie K. Miller · Beginner

    You want a non-engineer explanation of why Claude Code-style tools matter for everyday professional work.

  4. Allie K. Miller on Instagram

    Instagram feed · Allie K. Miller · Beginner

    Use this as a short-form feed for executive-friendly AI explanations and practical business use cases.

  5. Allie K. Miller on TikTok

    TikTok feed · Allie K. Miller · Beginner

    Use this when you want quick, mobile-first AI lessons and business examples from a high-reach AI educator.

Roll a learning mission

Pick one small move from this guide instead of opening ten tabs.

About this guide

Author: Learnetto Editorial Team. Learnetto maintains this AI learning directory by organizing public course pages, official documentation, educator material, and practical learning resources.

How it is made: Learnetto uses public course pages, official documentation, educator material, and directory data to compile these recommendations. AI may help draft and organize the page, but recommendations are checked against the listed sources, page topic, and learner intent.

Review policy: We only add a named personal reviewer when that person has substantially reviewed the page. Until then, the page is attributed to Learnetto rather than a founder, editor, or individual expert.

Last updated: June 18, 2026. Suggest a correction if a course, doc, or recommendation is outdated.

Videos to watch

AI-First Playbook: Do a Team's Work With AI (2026) | Peter Yang video thumbnail

AI-First Playbook: Do a Team's Work With AI (2026) | Peter Yang

Silicon Valley Girl

Claude AI fluency video thumbnail

Claude AI fluency

Anthropic

One useful thing about AI video thumbnail

One useful thing about AI

Ethan Mollick

Educators and sources

Educator / source Best for Skills Start with
Knowledge workers, educators, leaders AI literacy, Workplace adoption, Strategy Read recent essays on using AI as a collaborator and on organizational adoption.
Developers, data scientists Practical ML, Ethics, Education Use fast.ai essays and course material alongside hands-on notebooks.
Beginners, educators, teams Prompting, AI literacy, Security Start at the fundamentals section, then move to prompt hacking/security.
Developers and self-directed learners building with AI coding agents AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning Use LLM Fundamentals or the AI Engineer Roadmap if you need concepts, the Vercel AI SDK Tutorial or AI SDK v6 Crash Course if you want to build apps, and the AI Skills catalog if you want practical agent workflows like /teach, /grill-me, /tdd, and /triage.
Founders, SaaS CEOs, business leaders AI leadership, Founder workflows, Business systems, Automation Start with Craig's site and the 100 Days of AI videos on YouTube, then copy one workflow into your own business before looking for more tools.
Business owners, solopreneurs, professionals AI productivity, ChatGPT, Business workflows, Prompting Use the Skool start-here path and apply one workflow to sales, content, research, or admin work.
Entrepreneurs and personal development learners AI productivity, Business growth, Mindset, Prompting Use the community's beginner material to connect AI habits with a specific business or personal productivity outcome.
AI entrepreneurs, automation learners, agency builders AI agencies, Automation, No-code tools, Business workflows Start with a beginner AI automation or agency walkthrough and test one narrow service idea.
AI agency owners, consultants, business builders AI consulting, Agency systems, Sales, Automation Start with sales and offer videos before trying to build complex automations.
Non-technical operators, creators, business builders Claude Skills, Claude Code, AI workflows, Business automation Start with the Claude Skills and non-technical Claude Code guides, then install or adapt one workflow skill for a real business task.
Personal brands, creators, small businesses AI branding, Content creation, Canva, Marketing Use one AI brand or Canva workflow to update a real profile, landing page, or content template.
Entrepreneurs, coaches, speakers, small businesses AI business, Prompting, Productivity, Marketing workflows Start with one beginner workshop or summit session and implement a concrete business task.
Business leaders, executives, product teams AI strategy, AI literacy, Leadership, Business adoption Use her beginner AI strategy material to frame one team or product decision.
Business professionals, operators, teams AI literacy, Productivity, Workflow design, Team training Use one template for research, writing, meetings, or analysis and measure whether it saves time.
Marketers, executives, agencies AI marketing, Marketing strategy, AI adoption, Responsible AI Start with the beginner marketing AI resources and pick one marketing function to improve.
Marketers, agencies, business teams AI marketing, Content strategy, AI news, Adoption Use a recent Marketing AI Institute article to update one campaign or content workflow.
Founders, creators, community builders AI business ideas, Community-led products, No-code prototypes, Founder workflows Use one AI business idea episode to define a tiny MVP and a community to test it with.
AI-curious professionals, business teams, marketers AI news, Tool discovery, Beginner AI workflows, Prompting Use the newsletter to spot tools, then test one workflow before adding it to your stack.

Resources

Learn Prompting

Guide · Sander Schulhoff · Beginner to intermediate

You need a broad prompt engineering reference.

Allie K. Miller on Instagram

Instagram feed · Allie K. Miller · Beginner

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

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

Use this for current AI business commentary, practical examples, and links to Allie's latest courses and posts.

One Useful Thing

Newsletter · Ethan Mollick · Beginner to advanced

Use this when you want Ethan Mollick's material for ai literacy and related AI skills.

fast.ai

Courses · Rachel Thomas · Beginner to intermediate

Use this when you want Rachel Thomas's material for practical ml and related AI skills.

Allie K. Miller AI education

Keynotes · Allie K. Miller · Beginner to intermediate

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

Use this when you want Rachel Woods's material for ai literacy and related AI skills.

AI Mindset and NYU Stern

Newsletter · Conor Grennan · Beginner to intermediate

Use this when you want Conor Grennan's material for ai literacy and related AI skills.

Josh Cavalier AI for education

Courses · Josh Cavalier · Beginner to intermediate

Use this when you want Josh Cavalier's material for ai for education and related AI skills.

Marily Nika on Maven

Maven bootcamp · AI Product Management Bootcamp and Certification · Beginner to intermediate

Use this when you want AI Product Management Bootcamp and Certification's material for ai product management and related AI skills.

Weaviate education videos

YouTube tutorials · Connor Shorten · Beginner to intermediate

Use this when you want Connor Shorten's material for vector search and related AI skills.