AI Vocabulary Cheat Sheet
27 essential AI terms in plain English, grouped by theme: core concepts, how models learn, using AI tools, and risks and limits.
glossaryAIML
Cheat Sheets
Cheat Sheets
Quick references for tools, concepts, and workflows.
Secure AI Use Checklist
A one-page checklist for using AI assistants safely — what to share, what to connect, and what to verify.
securityAIchecklist
Embedding Models Cheat Sheet
The frontier embedding models, and how they're actually rated: MTEB, Recall@K, NDCG, and Matryoshka truncation in plain English.
embeddingsRAGMTEB
Prompt Patterns Cheat Sheet
Six reusable prompt patterns — role, few-shot, chain-of-thought, output format, refinement, decomposition — each with a copy-paste template.
promptstemplatesproductivity
Linux Commands Cheat Sheet
The everyday Linux command set on one page: navigation, files, permissions, processes, networking, disk, and the pipes that glue them together.
Linuxcommand lineterminal
Responsible AI Checklist
A practical checklist for using AI responsibly at school or work: verification, privacy, disclosure, bias awareness, and judgment.
responsible AIqualityprivacy
Git Commands Cheat Sheet
The daily Git command set on one page: the status-add-commit loop, branching, remotes, undo at every stage, stash, and history archaeology.
Gitversion controlcheat sheet
Machine Learning Basics Reference
A one-page reference for ML fundamentals: the workflow, types of learning, common algorithms, evaluation basics, and when not to use ML.
machine learningreference
CompTIA Security+ (SY0-701) Cheat Sheet
The Security+ SY0-701 exam on one page: the five domains and weightings, high-yield concepts per domain, and the acronyms and ports the exam expects you to know cold.
Security+CompTIAsecurity
CISSP Cheat Sheet
The CISSP CAT exam on one page: the eight domains and weightings, the high-yield concepts per domain, and the manager's-mindset approach the exam actually rewards.
CISSPISC2security
CCNA 200-301 Cheat Sheet
The CCNA 200-301 exam on one page: current domains and weightings, the high-yield facts per domain, and a clear heads-up on the v2.0 change coming in 2027.
CCNACisconetworking
Machine Learning Terms Cheat Sheet
20 machine learning terms in plain English: features, labels, overfitting, gradient descent, hyperparameters, and more.
ML termscheat sheet
Prompt Engineering Cheat Sheet
The one-page prompting reference: anatomy of a good prompt, a quick checklist, copy-paste templates, and fixes for common failures.
prompt engineeringcheat sheet