AI learning guide

Best AI resources for strategy and adoption

Learn how teams adopt AI, choose use cases, and build useful habits.

Best broad leadership foundation: Generative AI for Everyone. Andrew Ng's DeepLearning.AI course for non-technical leaders. Start here to understand where generative AI fits and where it does not.

Best product and operator examples: Lenny's Podcast: AI product episodes. Interviews with PMs, founders, and operators adopting AI. Use it to learn from teams making practical adoption decisions.

Best long-form industry context: The Cognitive Revolution. Nathan Labenz's podcast with AI builders and researchers. Use it when you need deeper context than tool announcements.

Strategy starts with use-case selection

AI strategy is not a slide deck about disruption. It is deciding which workflows should change, which should not, what quality means, what risks are acceptable, and how teams will build habits around the tools.

Generative AI for Everyone gives broad literacy. Lenny's interviews add product and operator examples. The Cognitive Revolution gives deeper context from builders and researchers.

Adoption is a management problem

Teams adopt AI well when there are clear examples, shared vocabulary, permission boundaries, review habits, and time to practice. A strategy resource should talk about behavior change, not only tool capability.

The best AI strategy material helps leaders choose a small number of workflows, measure them, and stop work that creates risk or noise without improving the business.

Recommended courses and resources

  1. Craig Hewitt YouTube: 100 Days of AI

    YouTube channel · Craig Hewitt · Beginner to intermediate

    You want practical AI implementation videos from a founder using AI inside a real SaaS business.

  2. 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.

  3. AI Product Management Specialization

    Specialization · Duke University · Beginner to intermediate

    You want a structured product-management route for scoping, evaluating, and shipping AI products.

  4. Lenny's Podcast: AI product episodes

    Podcast videos · Lenny Rachitsky · Beginner to advanced

    You want AI product examples from PMs and founders.

  5. The Cognitive Revolution

    Podcast · Nathan Labenz · Intermediate to advanced

    You want long-form interviews with AI builders and researchers.

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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

AI product leadership video thumbnail ►

AI product leadership

Peter Yang

AI product examples video thumbnail ►

AI product examples

Lenny Rachitsky

One useful thing about AI video thumbnail ►

One useful thing about AI

Ethan Mollick

Educators and sources

Educator / source Best for Skills Start with
Peter Yang profile photo
Product managers, founders Product strategy, Writing, AI adoption Review the Maven syllabus and compare it to your current product workflow.
Ethan Mollick profile photo
Knowledge workers, educators, leaders AI literacy, Workplace adoption, Strategy Read recent essays on using AI as a collaborator and on organizational adoption.
Craig Hewitt profile photo
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.
Eldar Agayev profile photo
Mobile app founders, non-coders, indie makers AI app building, Vibe coding, Mobile apps, Launch strategy Use the free course to pick one simple app idea and validate it before polishing.
Darius Mora profile photo
Non-engineering app founders, indie makers AI app building, No-code apps, App Store launch, Revenue strategy Use the journey-style content to scope one small app and a revenue test.
The Clueless Aigency profile photo
Creators, brands, marketers, curious beginners AI avatars, AI influencers, Creative strategy, Digital identities Explore one AI avatar or digital identity workflow, then test it as a small campaign asset.
The Stoa of AI profile photo
Small business owners, aspiring entrepreneurs, non-technical learners AI strategy, AI assistants, Business tools, Cost reduction Use the first-30-days path to spot AI opportunities and build one assistant for your business.
Dickie Bush profile photo
Creators, founders, knowledge workers Writing with AI, Content strategy, Audience building, Digital writing Apply AI to one atomic essay or newsletter idea, then edit hard for your own point of view.
Allie K. Miller profile photo
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.
Paul Roetzer profile photo
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.
Mike Kaput profile photo
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.
Christopher Penn profile photo
Marketers, analysts, business leaders AI marketing analytics, Prompting, Data strategy, Measurement Find a generative AI or analytics workflow and run it on your own marketing data.
Kieran Flanagan profile photo
Marketers, growth leaders, founders AI marketing, Growth systems, Content strategy, AI adoption Apply one growth workflow to a current acquisition or content bottleneck.
Conor Grennan profile photo
Professionals, students, executives AI literacy, Prompting, Workplace adoption, AI mindset Use a beginner AI mindset lesson to improve one work task you already do.
Bernard Marr profile photo
Executives, managers, business professionals AI strategy, Business transformation, Future of work, AI use cases Read one AI business use-case article and translate it into a concrete opportunity list for your team.
Pascal Bornet profile photo
Executives, operations leaders, transformation teams Intelligent automation, AI strategy, Process improvement, Future of work Map one process using his automation framing before choosing tools.
Andrew Davis profile photo
Marketers, agencies, business leaders AI marketing, Storytelling, Content strategy, Customer experience Use AI to improve one customer story, content angle, or presentation.
Ross Simmonds profile photo
Marketers, founders, content teams AI content marketing, Distribution, SEO, Content systems Apply AI to research and repurpose one high-value content asset.

Resources

Craig Hewitt YouTube: 100 Days of AI

YouTube channel · Craig Hewitt · Beginner to intermediate

You want practical AI implementation videos from a founder using AI inside a real SaaS business.

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 Product Management Specialization

Specialization · Duke University · Beginner to intermediate

You want a structured product-management route for scoping, evaluating, and shipping AI products.

The Cognitive Revolution

Podcast · Nathan Labenz · Intermediate to advanced

You want long-form interviews with AI builders and researchers.

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.

Craig Hewitt and 100 Days of AI

Website · Craig Hewitt · Beginner to intermediate

Use this when you want Craig Hewitt's material for ai leadership and related AI skills.

ship - mobile app founders

Community · Eldar Agayev · Beginner to intermediate

Use this when you want Eldar Agayev's material for ai app building and related AI skills.

AI App Founders

Community · Darius Mora · Beginner to intermediate

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

Use this when you want The Clueless Aigency's material for ai avatars and related AI skills.

The Stoa of AI

Community · The Stoa of AI · Beginner to intermediate

Use this when you want The Stoa of AI's material for ai strategy 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.