AI

Interactive syllabus

A staged curriculum from AI beginner to practical workplace user.

The syllabus moves from safe AI basics to prompt control, workplace productivity, business and marketing use, automation planning, and a portfolio capstone.

Recommended pace

2 to 6 weeks depending on schedule and project depth.

Every stage includes

Lessons, guided practice, quiz, assignment, project, and evidence.

Learning style

Simple explanations, real tasks, output review, and reusable templates.

Learning loop

Each stage turns AI practice into a saved work sample.

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Learn

Study one practical AI skill with a clear example.

Build

Use a guided prompt to create a real output.

Review

Check facts, tone, privacy, quality, and limitations.

Save

Keep the prompt, output, checklist, and reflection as evidence.

Stage 1 - Beginner

AI Basics for Beginners

Use AI safely for everyday tasks, understand limitations, and know when human review is required.

Completion evidence

Saved AI safety checklist., Tool-choice worksheet., Three improved prompts saved., Completed review checklist.

Lessons

  • 1What AI tools can and cannot do
  • 1Pick the right tool for the output
  • 1Goal, context, input, format, tone
  • 1Review AI output before using it
  • 1Build your first personal AI rulebook

Project

Create a personal AI use policy and a first reusable prompt checklist.

Quiz

Complete 5 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 2 - Practical

Prompt Writing and Output Review

Turn rough requests into structured prompts and repair weak AI answers through iteration.

Completion evidence

Reusable six-part prompt template., Clarification prompt template., Before/after output comparison., Fact-check notes.

Lessons

  • 2The six-part work prompt
  • 2Make AI ask before answering
  • 2Repair bad answers
  • 2Fact-check and source-check
  • 2Tone and audience control
  • 2Turn prompts into reusable templates

Project

Build a personal prompt library for email, research, reports, planning, and content.

Quiz

Complete 6 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 3 - Practical

ChatGPT and AI Assistant Mastery

Run useful AI conversations, organize projects, compare answers, use files safely, and turn one-off chats into repeatable work systems.

Completion evidence

Assistant setup prompt., Project safety rules., Model comparison worksheet., Research verification checklist.

Lessons

  • 3Set up a useful AI conversation
  • 3Use projects, memory, and files safely
  • 3Compare multiple AI answers
  • 3Deep research without blind trust
  • 3Build reusable custom instructions
  • 3Create a repeatable assistant workflow

Project

Build a personal AI assistant workspace with prompt templates, project rules, file-use rules, and review checklist.

Quiz

Complete 6 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 4 - Practical

Gemini and Google Workspace AI

Use Gemini-style tools for email, documents, research notes, spreadsheets, presentations, and meeting follow-up with privacy checks.

Completion evidence

Gmail and Docs prompt pack., Sheets helper checklist., Workspace workflow map., NotebookLM-style source workflow.

Lessons

  • 4Gmail and Docs drafting
  • 4Sheets and data questions
  • 4Slides, Drive, Meet, and NotebookLM
  • 4NotebookLM source-grounded study and research
  • 4Gmail inbox triage and calendar planning
  • 4Google Workspace capstone

Project

Create a Google Workspace productivity kit: email drafts, document outline, spreadsheet helper prompt, slide plan, and meeting summary workflow.

Quiz

Complete 6 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 5 - Practical

Microsoft Copilot for Office Work

Use Copilot-style workflows for documents, email, spreadsheets, presentations, meetings, and internal knowledge with permission awareness.

Completion evidence

Meeting and email workflow., Excel-to-slide workflow., Workplace AI policy checklist., Word rewrite workflow.

Lessons

  • 5Outlook, Word, and Teams
  • 5Excel and PowerPoint
  • 5Copilot safety at work
  • 5Word document rewrite and review
  • 5Teams meeting follow-up system
  • 5SharePoint and permission-aware knowledge use

Project

Build a Microsoft 365 AI workflow kit for email, meeting recap, Excel analysis, Word rewrite, and PowerPoint outline.

Quiz

Complete 6 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 6 - Practical

AI for Office, Research, and Study

Use AI to draft, summarize, compare, plan, and study while keeping human review in the loop.

Completion evidence

Email prompt pack., Meeting-note workflow., Decision report template., Personal learning roadmap.

Lessons

  • 6Emails and replies
  • 6Meetings and notes
  • 6Reports and comparison tables
  • 6Beginner learning plan
  • 6Research with verification
  • 6PDF and document summary workflow
  • 6Study tutor with adaptive practice

Project

Create an AI-assisted weekly work or study system with templates.

Quiz

Complete 7 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 7 - Advanced beginner

AI for Spreadsheets, Data, and Analysis

Use AI to clean data, explain formulas, create summaries, build charts, and check analysis without trusting unverified numbers.

Completion evidence

Formula prompt pack., Data cleanup checklist., Data report template., Dashboard planning worksheet.

Lessons

  • 7Formula and table support
  • 7Data cleanup and summary
  • 7Charts and insight review
  • 7Pivot tables and dashboard planning
  • 7CSV cleanup and column dictionary
  • 7Analysis review and decision memo

Project

Create a small data report with cleaned table, formulas, chart recommendation, insight summary, and verification notes.

Quiz

Complete 6 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 8 - Advanced beginner

AI Content, Design, and Marketing Workflows

Plan, write, design, and review content with safe claims and a repeatable brand workflow.

Completion evidence

Content idea map., Three edited post drafts., Design prompt pack., Video script template.

Lessons

  • 8Audience, problem, offer, proof
  • 8Before/after educational posts
  • 8Image briefs for AI and Canva
  • 8Short video scripts
  • 8Claim and compliance review
  • 8Landing page and offer messaging
  • 8Campaign calendar and performance review

Project

Build a 7-day content campaign with captions, image briefs, short-video scripts, and review checks.

Quiz

Complete 7 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 9 - Advanced beginner

AI Image, Design, and Brand Tools

Create safer image prompts, design briefs, thumbnails, ads, social posts, and brand assets with layout, style, and rights checks.

Completion evidence

Image prompt pack., Canva brief template., Creative rights checklist., Brand review checklist.

Lessons

  • 9Write better image prompts
  • 9Canva and design workflows
  • 9Adobe Firefly and commercial-safety checks
  • 9Brand consistency and layout review
  • 9Ad creative and thumbnail testing
  • 9Image editing and variation workflows
  • 9Creative rights and publishing checklist

Project

Build a brand-ready creative pack with image prompts, Canva brief, social post, thumbnail brief, and review checklist.

Quiz

Complete 7 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 10 - Advanced beginner

AI Video, Voice, and Presentation Tools

Plan scripts, voiceovers, captions, scenes, b-roll, slides, and review checks for practical video and presentation content.

Completion evidence

Short-video script pack., Voiceover and caption template., Presentation planning workflow., Storyboard template.

Lessons

  • 10Short-video scripts
  • 10Voiceover and captions
  • 10Presentation and demo workflows
  • 10Storyboard and scene planning
  • 10Presentation deck from source notes
  • 10Demo video and product walkthrough
  • 10Accessibility and publishing review

Project

Create a 30-second video plan and a five-slide presentation kit with script, scene list, voiceover text, captions, and safety review.

Quiz

Complete 7 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 11 - Intermediate

AI Automation and Agents for Beginners

Know when to use prompts, templates, automations, or AI agents, and design safer workflows with approval steps.

Completion evidence

Automation decision matrix., Workflow map., Approval checklist., Cost-control plan.

Lessons

  • 11Prompt, template, automation, or agent
  • 11Workflow maps
  • 11Human approval and logging
  • 11Cost, privacy, and error controls
  • 11Agent readiness review
  • 11CRM, sales, and lead follow-up workflow
  • 11Support triage and escalation workflow
  • 11Monitoring and improvement loop

Project

Design one automation blueprint with trigger, inputs, AI step, approval, error handling, and cost guardrails.

Quiz

Complete 8 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 12 - Beginner

Everyday Personal AI Productivity

Use AI for personal tasks in a practical way while avoiding sensitive data, medical/legal/financial reliance, and over-trusting answers.

Completion evidence

Personal planning template., AI tutor prompt pack., Decision checklist., Personal planning safety checklist.

Lessons

  • 12Personal planning and organization
  • 12Learning anything faster
  • 12Decision support without replacing judgment
  • 12Travel, shopping, and budget planning safely
  • 12Family, communication, and life admin prompts

Project

Create a personal productivity assistant kit with planning prompts, learning prompts, habit tracker, decision checklist, and privacy rules.

Quiz

Complete 5 lesson quizzes and pass the stage review with 80 percent or higher.

Assignment

Submit the stage project with prompt notes, final output, and a short review reflection.

Stage 13 - Completion Certificate Track

Portfolio Capstone

Combine prompt writing, tool choice, output review, and workflow design into one practical AI work system.

Completion evidence

Capstone brief, prompt pack, final outputs, review checklist, and learner reflection

Lessons

  • 13Choose a real problem and define success criteria
  • 13Build the prompt set, review checklist, and final work samples
  • 13Present the workflow, limitations, and human approval points

Project

Complete one capstone workflow for work, study, business, marketing, admin, or automation.

Quiz

Final scenario quiz on responsible use, output quality, tool choice, and workflow decisions.

Assignment

Submit a portfolio package with problem, process, samples, review notes, and reflection.

Finish with a practical AI portfolio.

Learners complete the path with saved prompts, reviewed work samples, quiz records, assignments, and one capstone workflow that shows how they use AI with human judgment.

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