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Math & Teaching Intermediate

Probability Paradoxes in Spreadsheets: Monty Hall, Birthdays, Simpson's & Base Rates

Monty Hall, the birthday paradox, Simpson's paradox, the base-rate fallacy, the gambler's fallacy, Bertrand's box, St. Petersburg and regression to the mean: 8 labs where a spreadsheet proves what intuition gets wrong.

8 lessons 8 labs 2 h Certificate

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What you'll build

What you will be able to do

Each lab ends with a concrete result that you build yourself and the checker confirms, cell by cell.

  • List all nine car/pick combinations of the Monty Hall game, mark when staying and when switching wins, and compute both winning chances, also for a 10-door version.
  • Build the birthday table for groups of 1 to 40 people step by step with PRODUCT, find the group size where a shared birthday becomes more likely than not and chart the S-curve.
  • Compare two basketball players' shooting percentages by shot type and overall, see the ranking flip, and fix the comparison by giving both the same shot mix.
  • Screen 100,000 people for a rare condition with a "99% accurate" test, count true and false positives as natural frequencies and see why most positives are false, and what a second test changes.
  • Show that a coin has no memory (the 6th flip after five heads is still 50/50) and count how likely a streak of five heads is somewhere in 50 flips: more likely than not.
  • Solve two classic conditional-probability puzzles by listing equally likely cases and counting with COUNTIFS: the gold coin in Bertrand’s box and the two-child family.
  • Price the St. Petersburg coin game: every row adds $1 of expected value, a casino cap cuts it to about $20, and log utility values it at only about $4.
  • Compare test and retest scores of twelve apprentices: the top three drop, the bottom three rise, and a regression line predicts a retest score closer to the average.

About this course

Some probability results seem plainly wrong until you list every case. This course takes the most famous puzzles and settles them by enumeration and simple tables. You enumerate every Monty Hall scenario to decide whether to stay or switch, build the birthday paradox curve with a running product and see how Simpson's paradox lets a treatment look better in every group but worse overall. The base-rate fallacy explains why a 99 percent accurate test is often wrong, and the gambler's fallacy is tested by measuring how common streaks really are. Further labs cover Bertrand's box and the boy-or-girl problem, the St. Petersburg paradox and regression to the mean on retests. For curious learners, students and teachers.

Curriculum

Course content

8 lessons · 8 labs · 2 h · final exam

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  9. Final exam12 questions, 75% to pass, unlimited retries.

Certificate

Finish with a certificate you can verify

Complete every lesson and pass the final exam to receive a certificate of completion for this course, with a unique credential ID and a public verification page.

  • Names the course, your score and the date of issue
  • A verification link for your CV or LinkedIn profile
  • 12 questions, 75% to pass, unlimited retries.

A Tutorvo certificate confirms that you completed a course. It is not an official or professional qualification.

Illustration. Your certificate shows your own name, course and credential ID.

Before you buy

Questions about this course

Is this a subscription?

No. You pay $9.99 once for this course. There is no subscription and nothing renews automatically. Prices are in US dollars; taxes may be added where required.

What exactly do I get?

All lessons and labs of this course, the final exam and the certificate, including later updates to the course, for as long as Tutorvo offers it. Access is personal and tied to your account.

Can I get a refund?

Yes. If you are not satisfied, email hello@tutorvo.com within 14 days of buying and we refund the course in full via Stripe. The guarantee does not apply once a certificate for the course has been issued to you, or where there are signs of abuse.

When can I start?

Right after payment. Access starts immediately at your request; for consumers in the EU/EEA the statutory right of withdrawal therefore ends once access has begun, while our 14-day money-back guarantee applies regardless.

Do I need Excel or other software?

No. The labs run in a spreadsheet inside your browser on a laptop, tablet or phone. Function names and syntax follow Excel.

Is the certificate an official qualification?

No. It confirms that you completed all lessons of the course and passed its final exam. It is not an official, state-recognised or professional qualification. The name is taken from your profile when the certificate is issued.

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