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34 interactive guides5 topic collectionsYour pace browser-based learning

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34 guides available

AI

AI Mastery Lab — 30 Interactive Lessons

Learn to use AI with clear task briefs, evidence checks and hands-on experiments that make classification tradeoffs visible.

Beginner friendly
What you’ll learn

Thirty lessons connect AI fundamentals, useful prompts, source checking and practical workflow design. All activities use local demonstrations, not a connected model.

  • 30 explained knowledge checks with saved notes
  • Prompt workbench and six-claim evidence challenge
  • Interactive classifier thresholds, metrics and downloadable experiments
Open guide
Apps Script

Apps Script Automation Lab — 30 Workshops

Learn built-in Apps Script methods through editable code, visible Workspace simulations and useful bound and standalone projects.

Beginner friendly
What you’ll learn

Practice with fictional Sheets, Drive, Docs, Gmail and Forms data. Follow service calls and inspect each result before moving to Google.

  • 30 guided workshops with behavior checks
  • Visual range explorer and searchable method map
  • Saved drafts, notes, progress backups and downloadable handbook
Open guide
Web development

SQL & Database Explorer

Run real SQL through 30 guided workshops, four connected tables, visual joins and practical revenue-reporting challenges.

Beginner friendly
What you’ll learn

A self-hosted SQLite engine runs read-only queries locally. Inspect table relationships, missing values and result rows without an account.

  • 30 executable query challenges with expected results
  • Visual INNER and LEFT JOIN explorer
  • Saved queries, notes, result exports and progress backups
Open guide
Web development

Python Mastery Lab — 50 Lessons

Run real Python through 50 guided exercises, five projects, prediction questions, debugging missions and visual data experiments.

Beginner friendly
What you’ll learn

Includes a bundled browser Python runtime, test feedback, editable code, custom inputs, saved drafts and portable progress backups.

  • 50 runnable lessons across 10 chapters
  • CSV, JSON, dates, classes and practical data tools
  • Prediction arcade, bug missions and step-by-step visualizers
Open guide
Web development

Web Developer Mastery Lab — 50 Workshops

Build real HTML, CSS and JavaScript interfaces through 50 workshops with editable previews, responsive viewport controls and page checks.

Beginner friendly
What you’ll learn

Progress from semantic HTML and forms to CSS layouts, accessible controls and interactive DOM projects. Export standalone pages and save course backups.

  • Separate HTML, CSS and JavaScript editors
  • 50 browser-based workshop checks and reference implementations
  • Phone, tablet and desktop previews with manual review checklist
Open guide
Web development

JavaScript Mastery Lab — 50 Lessons

Write and run real JavaScript through 50 guided lessons, visible test cases, useful projects and a step-by-step loop visualizer.

Beginner friendly
What you’ll learn

A language-focused coding studio with isolated, time-limited execution, editable drafts, hints, explained solutions and portable progress backups.

  • 50 runnable challenges across 10 chapters
  • Five practical data and UI-logic projects
  • Saved drafts, notes, progress and downloadable handbook
Open guide
AI

AI for Google Sheets: Workflow Lab

Clean, categorize and review spreadsheet feedback through 12 lessons, a working data lab and three reusable AI prompt recipes.

Beginner friendly
What you’ll learn

Practice with fictional records and transparent keyword rules. Compare classification policies, review labels and export an honest summary. No live AI account is connected.

  • Interactive cleaning, duplicate detection and category review
  • Live charts based only on reviewed records
  • Downloadable reports, prompts and learning handbook
Open guide
AI

MCP for Beginners: AI Tool Lab

Understand how AI applications connect to tools through 12 lessons, six practical challenges and a visual tool-call simulator.

Beginner friendly
What you’ll learn

Explore discovery, input contracts, permissions and result handling using a fictional task service. No live MCP server or AI account is connected.

  • Repair tool calls and follow each execution step
  • Design, validate and download a tool contract
  • Saved lesson checks, notes and challenge progress
Open guide
Apps Script

Apps Script + Gemini Lab

Connect a spreadsheet to Gemini through 16 guided lessons, six response experiments and a complete downloadable starter.

Beginner friendly
What you’ll learn

Practice locally with labeled response fixtures, then build a real, manually run Sheets assistant in Google Apps Script.

  • Prompt and payload workbench with response inspection
  • Blocked output, incomplete generation and API error coaching
  • Built-in Apps Script methods, review steps and a downloadable Code.gs
Open guide
Web development

API Request Lab

Learn how requests become responses through a working local API simulator, 16 lessons and eight practical missions.

Beginner friendly
What you’ll learn

Build GET, POST, PATCH and DELETE requests. Inspect status codes, headers, JSON and changes to a fictional task collection. No network requests or real credentials are used.

  • Eight verified missions with coaching feedback
  • Request history, generated fetch examples and exports
  • Authentication, validation, pagination and failure experiments
Open guide
Apps Script

Apps Script Coach

Learn built-in Google Apps Script methods with 20 coached workshops, 40 executable checks, progressive hints and clear next-step feedback.

Beginner friendly
What you’ll learn

Browser services are educational simulations; coaching is rule-based and no Google account is connected.

  • Write code, inspect simulated cells and follow service calls
  • Learn bound and standalone scripts, Sheets, Docs, Drive, Forms and draft workflows
  • Practice properties, HTTP handling, trigger setup and locks
  • Save your learning path and download three real project starters
Open guide
AI

AI Evaluation Lab

Go beyond impressive demos with 24 practical lessons, 12 response challenges and live experiments that reveal what scores can hide.

Some experience helpful
What you’ll learn

Uses authored teaching fixtures; no real model calls or benchmark claims.

  • Compare responses against their source evidence and explain your judgment
  • Adjust rubric weights, critical-error gates and traffic assumptions
  • Explore a live confusion matrix and test your own response structure
  • Export scorecards, review reports and a repeatable evaluation plan
Open guide
AI

AI Knowledge Lab

Make AI work with documents: explore 20 detailed lessons, eight hands-on missions and a working local search engine with transparent scoring.

Some experience helpful
What you’ll learn

Browser retrieval uses fictional sample data and does not call a live AI model.

  • Edit sample documents and inspect how they become searchable chunks
  • Compare experiments, find missing exceptions and filter outdated evidence
  • Evaluate six test questions and export an evidence-based context prompt
  • Create a knowledge-assistant blueprint with saved notes and progress
Open guide
AI

AI Agent Workflow Lab

Go beyond prompting with 18 practical lessons and four playable agent missions. Step through tool actions, introduce failures and discover what makes a workflow useful.

Some experience helpful
What you’ll learn

Educational simulations use authored data, with no live AI or connected accounts.

  • Interactive traces, evidence checks and review decisions
  • Workflow sequencing challenge and six-case test bench
  • Cost explorer and downloadable project blueprint
  • Saved lesson progress, notes and portable backups
Open guide
Apps Script

Apps Script Automation Planner

Turn an idea into a useful automation blueprint with 12 lessons, four decision scenarios, a batch-call estimator and an editable plan you can download.

Some experience helpful
What you’ll learn
  • Choose project context, service calls and triggers
  • Plan repeat behavior, testing and recovery
  • Save lesson notes and export your workflow blueprint
Open guide
Apps Script

Apps Script Methods Studio

Practice Google’s own methods through 32 workshops, 128 checks and useful bound and standalone scripts.

Some experience helpful
What you’ll learn

Browser exercises simulate selected methods. Real scripts run in your own Google test project.

  • Sheets, Drive, Docs, Forms, Calendar, Gmail and supporting services
  • Object return types, method traces and side-effect inspectors
  • Seven workflow labs, eight repairs and a searchable method finder
  • Four useful starters with separate bound and standalone setup paths
Open guide
Apps Script

Google Apps Script Trainer

Start with no coding experience and build toward useful Google Workspace automations through 50 lessons and 200 executable code checks.

Beginner friendly
What you’ll learn

Browser services are educational simulations. A first-run guide shows how to practice in a real Google project.

  • JavaScript basics, Sheets, triggers, APIs and reliable workflows
  • Eight visual learning labs and eight debugging challenges
  • Four downloadable project starters and 12 reusable recipes
  • Saved code drafts, knowledge checks, recall and a 50-lesson handbook
Open guide
AI

AI Output Review Studio

Learn to check AI-generated work with 12 lessons, a claim detective, number inspector, revision challenge and editable evidence review desk.

Some experience helpful
What you’ll learn
  • Separate supported, contradicted and unresolved claims
  • Inspect percentages and preserve important limitations
  • Record sources, corrections, owners and next steps
  • Download reports and back up your saved work
Open guide
AI

AI Literacy Studio

Build confidence. Practice responsible AI use.

Beginner friendly
What you’ll learn

Explore all 15 chapters of AI Literacy for All Employees by Laurence Lars Svekis through 30 lessons, 11 interactive labs and four workplace projects.

Exercises use fictional scenarios and transparent local feedback. No AI account required.

  • AI foundations, workplace uses, prompting and evidence review
  • Bias investigations, privacy decisions, governance and stakeholder planning
  • Five appendix references, searchable answers and glossary
  • Saved progress, recall practice and downloadable workbooks
Open guide
AI

AI Everyday Studio

Less guesswork. More useful AI.

Beginner friendly
What you’ll learn

Learn to use AI for everyday writing, learning and planning with 20 lessons, eight interactive exercises and four missions.

No live AI model or account required. Feedback comes from transparent local rules and authored teaching examples.

  • Build clear briefs and compare realistic authored responses
  • Spot unsupported claims and choose focused revisions
  • Plan reviews, estimate total effort and export workflow cards
  • Saved progress, recall, searchable answers and reusable templates

Explore AI foundations

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Web development

Node.js Studio

JavaScript beyond the browser.

Some experience helpful
What you’ll learn

Explore 24 lessons, seven interactive labs and four projects covering modules, npm, files, asynchronous work, HTTP and testing.

Browser labs are local teaching models. Download the starter to run real Node.js on your computer.

  • Module, package, configuration, scheduling, routing, data and stream labs
  • Downloadable real Node.js CLI, report, read-only API and test suite
  • Searchable answers, explained checks and practical project workbooks
  • Saved progress, recall practice and transferable backups
Open guide
Web development

Debugging Studio

Find the cause. Fix with confidence.

Some experience helpful
What you’ll learn

Build a repeatable investigation habit with 20 lessons, seven interactive labs and four case projects.

Local experiments and clearly labeled simulations; no external website or live debugger is connected.

  • Inspect values, trace execution and diagnose HTTP and JSON failures
  • Explore stale search responses and real CSS overflow
  • Build downloadable bug reports and investigation records
  • Searchable answers, knowledge checks, saved progress and backups
Open guide
Web development

Website Testing Guide & Launch Lab

Go beyond “it works on my screen.” Learn a repeatable testing process and turn your website’s features into a practical test plan.

Some experience helpful
What you’ll learn

Work through eight focused lessons on visitor journeys, repeatable checks, edge cases, keyboard interaction, device coverage, recovery, useful bug reports, and retesting. Use the Launch Lab to track manual results and evidence, add custom checks, and export a clear report.

  • 8 practical lessons with activities and knowledge checks
  • 18 reusable checks across core behavior and optional features
  • Custom checks, priorities, result filters, and evidence notes
  • Downloadable test report and transferable JSON backup
  • Browser-saved project details, results, and learning progress

Open Launch Lab

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Design

Web Design Guide & Studio

Create a website that works for its visitors. Learn the design process and turn your decisions into a practical website brief and reusable styles.

Some experience helpful
What you’ll learn

Follow 12 lessons covering goals, content structure, hierarchy, typography, color, spacing, responsive layouts, accessible interaction, usability testing, and launch. Experiment in the live Design Studio, check text contrast, export CSS, and record the checks you run on your own website.

  • 12 practical lessons with activities and knowledge checks
  • Live typography, color, spacing, and layout preview
  • Text contrast checks and downloadable CSS
  • Website brief and 14-point launch checklist
  • Browser-saved work and downloadable workbook

Start the guide

Open guide
Learning skills

Vibe Learning Guide & Studio

Turn curiosity into a skill you can demonstrate. Learn to use AI as a coach while keeping your own practice, judgment, and understanding at the centre.

Beginner friendly
What you’ll learn

Follow 12 lessons on learning goals, baseline attempts, useful coaching, retrieval, feedback, spaced review, projects, and independent transfer. Create personal study plans and AI coaching prompts in the Vibe Learning Studio, collect recall cards, and document your progress in the Project Lab.

  • 12 practical lessons with activities, recall, and knowledge checks
  • Learning Studio with study plans and three AI prompt modes
  • Personal review cards with a simple spaced-review queue
  • Project Lab and downloadable learning workbook
  • Browser-saved work with progress export and import

Open Learning Studio

Open guide
AI

Vibe Coding for Beginners — Guide V4

Go from your first idea to a small app you understand, with a complete beginner learning path and practical tools for writing professional prompts.

Beginner friendly
What you’ll learn

Explore 16 detailed lessons covering setup, app planning, prompting, design, data, debugging, testing, security, and publishing. Use the guided Prompt Studio for build, refinement, and debugging prompts, practice with feedback in the arcade, and follow the Study Sprint first-app walkthrough.

  • 16 beginner-friendly lessons with activities and knowledge checks
  • Professional prompt builder with three task-specific modes
  • Prompt repair, decision challenges, and workflow sequencing
  • Guided first-app project and downloadable workbooks
  • Release checklist, glossary, official resources, and exportable progress

Open Prompt Studio

Open guide
AI

Vibe Coding Learning Guide V1

Learn how to collaborate with AI while keeping your goals, reasoning, testing, and understanding at the centre of the development process.

Beginner friendly
What you’ll learn

This interactive guide follows the Vibe Learning framework and helps learners turn an idea into a clearly defined project, provide useful context, divide work into reviewable steps, evaluate AI output, debug with evidence, test important behavior, reflect on decisions, and improve their next prompt. It offers a different set of activities and learning interactions from the Field Guide V2.

  • Step-by-step Vibe Coding lessons
  • Interactive planning and prompting exercises
  • Build, test, explain, and reflection activities
  • Reusable learning and development prompts
  • Progress saved privately in the browser

Vibe Coding resources

Open guide
AI

Vibe Coding Field Guide V2

A complete, practical learning experience for anyone who wants to use AI to create better software without giving up understanding, quality, or control.

Some experience helpful
What you’ll learn

The guide walks you through defining a strong project outcome, supplying useful context, writing prompts that produce reviewable work, building in small steps, debugging with evidence, testing real behavior, and preparing a responsible release. Interactive exercises turn each idea into something you can immediately apply to your own project.

  • In-depth, step-by-step lessons
  • Interactive exercises and knowledge checks
  • Reusable prompting and planning frameworks
  • Testing, debugging, security, and review workflows
  • Locally saved progress for private, self-paced learning

Vibe Coding resources

Open guide
AI

Vibe Coding Guide V3

A complete interactive Vibe Learning lab that brings your lessons, review, prompt library, and capstone project together in one connected workspace.

Some experience helpful
What you’ll learn

This guide tracks mastery across 12 lessons through a live dashboard, offers a smart review mode that resurfaces concepts you need to revisit, keeps a searchable prompt library for reuse in your own projects, and ties everything together in a capstone lab where you apply what you have learned. Progress can be exported, imported, or reset at any time.

  • Mastery dashboard across 12 lessons
  • Smart review for spaced retrieval
  • Searchable, reusable prompt library
  • Guided capstone lab
  • Exportable, locally saved progress

Vibe Coding resources

Open guide
Apps Script

Google Apps Script Learning Guide

Learn to automate Google Workspace through deliberate practice, working code, interactive labs, and AI coaching prompts that build understanding instead of replacing it.

Beginner friendly
What you’ll learn

Progress from your first function through Sheets, Docs, Drive, Gmail, triggers, Forms, Calendar, custom functions, APIs, web apps, and a production-ready capstone. Every lesson follows the Vibe Learning loop: understand, predict, build, test, explain, and reflect.

  • 12 structured, in-depth lessons
  • Working Apps Script examples
  • Build labs and knowledge checks
  • Context-rich AI prompt generator
  • Saved progress and personal review queue

Apps Script articles

Open guide
Web development

JavaScript Learning Guide

Learn modern JavaScript by building browser applications, predicting results, testing behavior, explaining decisions, and improving with evidence.

Beginner friendly
What you’ll learn

The guide moves from values, functions, arrays, and objects into DOM rendering, events, state, async APIs, debugging, modules, local storage, accessibility, security, performance, testing, and a complete capstone project.

  • 12 structured project-based lessons
  • Modern vanilla JavaScript examples
  • Interactive build labs and quizzes
  • AI learning-prompt generator
  • Saved progress and review queue

JavaScript articles

Open guide
Web development

CSS Learning Guide

Learn modern CSS by styling real interfaces, predicting how the browser will resolve rules, testing layouts at different sizes, and explaining the design choices you make.

Beginner friendly
What you’ll learn

Start with the cascade, specificity, inheritance, box model, typography, color, and reusable design tokens. Then build flexible layouts with Flexbox and Grid, create responsive and container-aware components, handle positioning and visual effects, improve forms and accessibility, organize maintainable styles, debug performance issues, and complete a responsive capstone.

  • 12 progressive, project-based lessons
  • Modern CSS examples and patterns
  • Hands-on labs and knowledge checks
  • Context-rich AI coaching prompts
  • Saved progress and review queue

CSS articles

Open guide
Web development

HTML Learning Guide

Learn semantic HTML through the full Vibe Learning loop: understand, predict, build, test, explain, and reflect.

Beginner friendly
What you’ll learn

Progress from parsing and document metadata through content hierarchy, landmarks, navigation, responsive media, tables, forms, native interactions, accessibility, validation, security, resilience, and a complete semantic capstone. Each lesson includes a live HTML editor, sandboxed preview, matching and ordering activities, debugging work, retrieval practice, quizzes, reflections, and AI coaching prompts.

  • 12 in-depth semantic HTML lessons
  • Live editor and sandboxed preview
  • Matching, ordering, and debugging activities
  • Retrieval practice and AI coaching prompts
  • Saved progress, code, notes, and review queue

HTML articles

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Design

Web Design Learning Guide

Learn web design from planning to publishing through interactive lessons, live design labs, critique challenges, and accessibility checks.

Beginner friendly
What you’ll learn

Progress through the full design process: defining project goals, planning layouts and content, applying visual design principles, building responsive pages, running critique challenges on your own work, checking accessibility, and preparing a site for publishing. Every lesson follows the Vibe Learning loop with AI coaching prompts to reinforce your reasoning along the way.

  • 16 structured, project-based lessons
  • Live design labs and critique challenges
  • Accessibility and usability checks
  • Context-rich AI coaching prompts
  • Saved progress and personal review queue

Web design articles

Open guide
About this library

Experience labels are starting-point suggestions. Your saved-guide list stays in this browser; it does not reflect lesson completion or sync across devices. Individual guides manage their own learning progress.

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