Notes on learning to use this stuff.
Prompting, verification, automation, and how skills actually stick. Written by the people building the courses.
RSS feedCRM Workflow Automation: A Worked Example
CRM workflow automation already runs on built-in triggers. AI helps upstream — turning messy call notes into the update a workflow needs, plus its limits.
Can ChatGPT Read Excel Files? What It Actually Does
Yes, ChatGPT can read Excel files, using a sandbox called Code Interpreter. A worked example across two sheets, where the reading goes wrong, and what to check.
Budget AI: A Real Budget From an AI Chat Tool
Budget ai prompts promise a plan in seconds. A worked example with real numbers, where the maths slips, and the checks worth running first.
Best AI for Statistics: What It Can and Cannot Do
The best AI for statistics is not one tool. A worked example of what ChatGPT, Claude and a spreadsheet each get right, where they fail, and what to check.
AI-Powered LMS: What "AI" Actually Adds, What It Does Not
What an AI-powered LMS actually does — an AI tutor, adaptive practice, auto-generated quizzes — versus what the label alone does not guarantee.
Fun Things to Do With ChatGPT (With Working Prompts)
Five fun things to do with ChatGPT beyond jokes — a text adventure, a trivia host, a roleplay partner — with the actual prompts and what to check.
Magic Pointer on Googlebook: What Google Has Shown
Magic Pointer is the headline AI feature on Googlebook, announced 21 September 2026. What Google says it does, what it has not said, and how to check its work.
Is GPT-6 Astra safe? What OpenAI’s own system card says
OpenAI rates GPT-6 Astra Critical for cyber capability and says its reasoning got harder to monitor. A plain reading of the system card, and what it changes.
Generative AI Leader Certification: Is It Worth It?
Google Cloud's Generative AI Leader certification costs $99 and needs no coding. What the exam actually covers, who it is for, and what it does not prove.
AI Automation Jobs: What the Titles Actually Mean
AI automation jobs are not one standard title. What automation engineer, workflow consultant and AI agent builder actually involve, and how to get in.
Generative AI Customer Service: A Worked Example
Generative AI customer service, worked through one task: a messy complaint email, a draft reply, where it breaks, and the checks before it ships.
Codecademy vs Pluralsight: Which Actually Fits Your Goal
Codecademy vs Pluralsight, checked September 2026: an interactive coding editor against a broader tech-career subscription with labs and skill assessments.
How to Use AI as a Payroll Specialist
How to use AI as a payroll specialist: the agents already inside Xero, ADP and QuickBooks, the extra risk payroll carries, and the checks that keep it safe.
Intelligent Automation Use Cases: A Worked Example
Intelligent automation use cases explained through one worked task: real inputs, the actual output, where it fails, and the checks before you trust it.
Marketing Automation Integration: Where AI Actually Helps
Marketing automation integration usually means wiring two systems together. The harder part is when their fields disagree — a worked mapping example.
How to Use AutoSum in Excel — and Check the Range It Guesses
How to use AutoSum in Excel: where the button is, how it guesses a range, where that guess quietly goes wrong, and the one habit that catches it.
Udacity vs DataCamp: Nanodegree or Browser Practice
Udacity vs DataCamp compared on price, format and depth, checked September 2026 — a reviewed multi-month project sequence against cheap, repeated practice.
Will AI Replace Tax Preparers? The Honest Answer
Will AI replace tax preparers? No. Intake and first-pass drafting are shrinking fast. Citing tax code accurately and signing the return is not moving.
Artificial Intelligence Degree: What It Actually Takes
An artificial intelligence degree means different things at each level, and only some AI jobs require it. What each tier costs and who actually needs one.
Gen AI Jobs: The Engineering Roles and the Much Bigger Pool
Gen AI jobs split into two very different searches: engineering roles that build with these models, and the much larger pool of jobs that just use them well.
Artificial Intelligence Positions: How to Pick the Right One
Artificial intelligence positions span five genuinely different categories with different pay, credentials and competition. How to choose between them.
Khan Academy vs Brilliant: An Honest Comparison
Khan Academy vs Brilliant: a free nonprofit covering K-12 subjects against a paid app built around interactive problem-solving in maths, CS and science.
How to Use AI as a Tax Preparer: Uses, Risks and the Rules
How to use AI as a tax preparer: the tasks it speeds up safely, why citing tax code is its riskiest use, and the professional duties that constrain both.
AI Ethics Certification: What You Are Actually Buying
An AI ethics certification is usually a short course with a certificate of completion, not a licence. What the good ones cover, and what to check first.
How to Summarise in Excel: PivotTables Before AI
How to summarise in Excel properly: the PivotTable and SUBTOTAL do the actual counting, and where an AI tool can help once the numbers are already right.
SaaS Marketing Automation: Start With Usage Events
SaaS marketing automation that actually works starts from product usage events, not a generic drip sequence. A worked example, limits, and checks.
edX vs Khan Academy: An Honest Comparison
edX vs Khan Academy, checked September 2026: a paid credential platform that survived a bankruptcy, against a free nonprofit for K-12 and early college.
Will AI Replace Underwriters? The Honest Answer
Will AI replace underwriters? Document review and first-pass drafting are shrinking fast. The risk decision, and who answers for it, is not moving.
What Is Coursium? Learn AI Skills and Prove Them
What is Coursium? The platform that teaches you to use AI at work through short lessons, real practice on AI models and a verified certificate.
Jobs That Won’t Be Replaced by AI
Jobs that won’t be replaced by AI, the 2035 numbers behind them, and the catch no list mentions: the real threat is someone who uses AI better than you.