Learning Resources
Free guides, courses, and deep dives written by the engineers who ship production AI — from beginner fundamentals to advanced techniques.
Resources
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What learning resources do we publish?
A library of free guides, courses, and deep dives covering the practical work of shipping AI in production. Strategy and implementation playbooks for executives, machine-learning fundamentals for non-technical leaders, and hands-on prompt engineering and LLM techniques for builders. Every resource is written by engineers who deploy these systems for clients — not by marketing teams.
New material is added as the AI landscape evolves and as we encounter patterns worth documenting. If you are looking for shorter, more frequent posts, see the blog. If you want personalized guidance, our AI Academy runs custom corporate training programs.
Which resource is right for you?
Format, audience, and what you walk away with — at a glance.
| Format | Best for | Effort | Outcome |
|---|---|---|---|
| Guide | Executives and project leads scoping AI work | 30–60 minute read | Frameworks and checklists you can apply directly |
| Course | Leaders building deeper AI literacy | Multi-hour, self-paced or facilitated | Working knowledge, exercises, final assessment |
| Deep dive | Builders wanting hands-on technique | Applied tutorial | Concrete patterns you can ship in production |
AI Strategy
The Complete AI Implementation Guide
A step-by-step guide covering the entire AI implementation journey, from initial assessment and use case identification through deployment, monitoring, and scaling.
AI StrategyMachine Learning
Introduction to Machine Learning for Business Leaders
A comprehensive course designed for business leaders and decision-makers who want to understand machine learning fundamentals, evaluate AI opportunities, and lead ML initiatives effectively.
Machine LearningLLMs
Prompt Engineering 101: A Practical Guide
A hands-on guide to writing effective prompts for large language models, covering techniques from basic principles to advanced strategies for production applications.
LLMsResources: frequently asked questions
What learning resources does Clearframe Labs offer?
We publish free guides, courses, and deep dives covering the practical work of shipping AI in production — strategy and implementation guides for executives, machine learning fundamentals for non-technical leaders, and hands-on prompt engineering and LLM techniques for builders. All resources are written by the engineers who deploy these systems for clients.
Who are these resources written for?
Different resources target different audiences. The Implementation Guide is for executives and project leads scoping AI initiatives. Intro to ML is for business leaders without a technical background. Prompt Engineering 101 is for developers, product managers, and analysts working hands-on with LLMs. Each resource lists its intended audience explicitly.
Are the resources free?
Yes. Every resource on this page is free to read and download. We publish them as part of our consultancy work — they help potential clients understand how we think about AI implementation, and they help the broader AI community by sharing what we have learned in production deployments.
How often do you publish new resources?
We add new guides and courses regularly as the AI landscape evolves and as we encounter new patterns worth documenting. Our blog ships shorter posts more frequently. Subscribe to the newsletter at the bottom of this page to get notified when we publish.
Can I get personalized guidance instead of self-serve resources?
Yes. The resources here are designed for self-serve learning, but most clients also want a structured engagement — strategy workshops, hands-on training programs, or project consulting. Our AI Academy runs custom corporate programs, and our consulting team scopes implementation engagements directly.
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