Notes on learning to use this stuff.
Prompting, verification, automation, and how skills actually stick. Written by the people building the courses.
RSS feedHow to Use AI as an Auditor: Uses, Limits and the Standards
How to use AI as an auditor: the tasks it speeds up, the ones that quietly create a documentation problem, and what the current standards actually require.
AI and Job Loss: What the 2025 Numbers Actually Show
AI and job loss, measured rather than guessed: 54,836 US cuts blamed on AI in 2025, what that count does and does not include, and the hiring data beside it.
Would Robots Take My Job? The Honest, Task-by-Task Answer
Would robots take my job? It depends whether "robot" means a physical machine or software. What the forecasts say for each, and which tasks are exposed.
The Artificial Intelligence Programming Language: Why Python
There is no single artificial intelligence programming language, but one dominates. Why Python won, where other languages still matter, and what to learn first.
Coursera vs Udacity: Which One Is Actually Worth the Money
Coursera vs Udacity compared on price, accreditation, format and mentor support, checked September 2026 — and an honest answer on which one fits your goal.
Will AI Replace Auditors? What the Data and the Rules Say
Will AI replace auditors? US projections show the profession growing, while the regulator has already ruled out handing judgement to a model. Here is why.
Simple AI: A Plain Explanation That Actually Holds Up
Most simple AI explanations are simple and wrong. Here is a one-sentence version that predicts what the tools do, what it explains, and where it stops.
AI Answers Questions — The Trick Is Knowing Which to Ask
AI answers questions whether or not it knows the answer. A practical sort of the four question types, which ones it gets right, and the test to apply first.
Certification Without a Degree for Work From Home Jobs
Which certifications you can earn without a degree, what they do and do not do for remote work, and the layer that moves pay more than the certificate itself.
Coursera vs DataCamp: Which One Fits What You Are Doing
Coursera vs DataCamp compared on price, scope, credentials and format, checked September 2026 — and an honest answer on which one you should actually pay for.
Will AI Replace Bookkeepers? The Honest Answer
Will AI replace bookkeepers? Not the job, but a large part of the work. What the official projections say, which tasks are going, and what to learn instead.
AI Specialist: What the Job Is and How to Become One
AI specialist is not one job. Here is what the postings actually describe, what the demand data says, and the honest route to becoming an AI expert.
Agentic AI Course: Syllabus, Cost, and Who Should Take One
An agentic AI course is an engineering course wearing a new name. What the syllabuses actually contain, what they cost in September 2026, and who needs one.
What Does GPT Stand For in ChatGPT? Why Each Word Matters
GPT stands for Generative Pre-trained Transformer. Here is what each of the three words means, and what each one tells you about how the tool fails at work.
Coursera vs Khan Academy: An Honest Comparison
Coursera vs Khan Academy, with pricing and access checked September 2026. They solve different problems, and picking between them is usually the wrong question.
How to Use AI as a Bookkeeper: The Ledger Already Does It
How to use AI as a bookkeeper: the automation already inside Xero and QuickBooks, what a chat tool adds, and the review habits that keep you out of trouble.
What Jobs Are Safe From AI? An Honest Answer
The study everyone cites as a list of jobs at risk says it measures no such thing. What the research actually found, and what it means for your job.
Prompt Engineering Certification: What One Is Actually Worth
No accredited prompt engineering certification exists. Here is what the ones on the market actually are, which are credible, and what employers look at instead.
What Jobs Will AI Replace by 2030? What the Forecasts Say
What jobs will AI replace by 2030? Forecasts expect more jobs created than lost. The roles declining, the roles growing, and how far to trust a 2030 forecast.
AI-Proof Careers: What Holds Up and Why It Is a Poor Filter
If you are choosing or changing careers, here is what the evidence says about durable work — and why picking a career for AI-resistance alone tends to backfire.
Coursera vs Udemy: Which One Is Actually Worth Your Money
They are priced differently, certified differently, and suit different goals. An honest comparison of Coursera and Udemy, with what each is genuinely better at.
Will AI Replace Accountants? What the Field Data Shows
Forecasts put accounting clerks among the declining roles. A Stanford field study of accountants actually using AI found something more specific. Both are true.
Best AI Tools for Business: Pick the Job First, Not the Tool
Most AI tool lists go stale in a quarter. A category-by-category guide to choosing tools for a business, and the questions that matter more than the brand name.
AI Engineer Jobs: What the Title Means and Who Gets Hired
AI engineer jobs are growing, but the title covers four roles and hiring is senior-weighted. What postings actually ask for, and the honest alternative.
Free AI Bootcamps With a Job Guarantee: How They Really Work
Free AI bootcamps with a job guarantee are rarely free or guaranteed. How the money and the guarantee really work, and how to check a school before enrolling.
How to Create an AI Model: Four Routes and Which You Need
How to create an AI model: four routes from prompting to training from scratch, the effort each takes, and why most people should stop at route one or two.
Coursera vs edX: Free Access, Pricing and Which One Fits
Coursera vs edX, with pricing and free-access rules checked at the time of writing. What each platform is now, where they differ, and which one fits which goal.
How to Use AI as an Accountant: Uses, Risks and the Rules
How to use AI as an accountant: the tasks it handles well, the ones it quietly gets wrong, and the confidentiality and due care duties that constrain both.
How to Write a Prompt That Works on the First Try
Most bad AI output is a bad request. Four things to put in a prompt, and the one habit that fixes more answers than any clever phrasing.
What AI Is Actually Bad At
Knowing where these tools fall down is more useful than knowing what they can do. Six failure modes worth recognising before you trust an answer.