Use rates, geometry and constraints to test everyday decisions.
Start with everyday situations, predict an outcome, and test your ideas. You need basic arithmetic, percentages and graph reading; explanations introduce additional ideas where needed. No coding or account is required. Every investigation has school, college and workplace extensions—you can choose any of them.
What you will learn
Translate a situation into rates, constraints, probability, matrix operations and optimization; test the assumptions against numerical evidence.
Before you begin
Keep units beside numbers: distance, time, money and area are different quantities.
Substitution replaces a symbol with a value. Multiply before adding and use parentheses to specify order.
Each module introduces its additional mathematics; calculus and matrices are taught through small worked cases before optional derivations.
Before “Rates, budgets and growing quantities”: divide distance by speed to obtain time; 10% means 0.10 times a named base.
Before “Probability and resource maps”: branches that cannot happen together can be added; a vector is an ordered list and a matrix is a table of coefficients.
Before “Optimize and test forecasts”: an objective says what to improve, a constraint says what is allowed, and a slope describes output change per input change.
The original two-investigation starter remains available. Choosing the full course adds its published lessons to your selected scope; your earlier work stays saved. Skipping does not count as completion or understanding.
Free exploration: no completion scope selected yet. Project reports and independent evidence are tracked separately.
Course outline
Choose a unit, then open a lesson on its own page. This outline lists the sequence; it does not combine the full lessons into one page.
Rates, budgets and growing quantities3 lessons
Separate fixed and variable terms, enforce feasibility and distinguish additive from multiplicative change.
○ Not marked complete · Included · Practice check available
Lesson preview
Which combinations fit after reserving a safety margin?
An original synthetic project buys A units for 4 credits and B units for 6. Choose a reserve and A quantity, then calculate the maximum whole B quantity.
○ Not marked complete · Included · Practice check available
Lesson preview
Why do repeated percentages differ from repeated fixed additions?
An invented stock begins at a chosen number of units and changes by a constant annual percentage. Compare compounding with changes computed from the original base.
○ Not marked complete · Included · Practice check available
Lesson preview
Does being late mean it probably rained?
An original synthetic travel model supplies rain probability and different late-arrival rates for rainy and dry days. Use mutually exclusive branches rather than guessing.
○ Not marked complete · Included · Practice check available
Lesson preview
How do smoothing and trend assumptions change a forecast?
Original synthetic demand history begins 10,12,14,16. A held-out pair 18,20 is used only to evaluate the displayed predictions; it becomes exposed practice after inspection.
Build a fictional resource plan with a budget and at least two products or activities. Use a matrix to calculate needs, test one growth forecast, and compare feasible alternatives. Explain where uncertainty or a nonlinear relationship changes your decision.
Save a report, compare captured evidence, and attempt three new cases. A completed report records submitted work; the rubric supports a separate human review of its quality.