Probability and Statistics: Making Sense of Randomness
What probability means, how the bell curve works, what z-scores and confidence intervals actually tell you, and why sample size matters.
A cubic yard of concrete weighs about 4,050 pounds. Order too little and your pour stops mid-slab. Order too much and you're paying for waste that sets in the truck. Getting construction math right isn't academic — it saves real money and prevents structural failures.
Concrete is not cement. Cement (usually Portland cement) is just one ingredient — the powder that reacts with water. Concrete is the finished product: cement + water + aggregates (sand, gravel, crushed stone). The aggregates provide bulk and strength. The cement-water paste binds everything together in a chemical reaction called hydration.
A typical concrete mix ratio by volume:
Standard mix ratio (by volume):
1 part cement
2 parts sand
3 parts gravel
0.5 parts water
This is often written as 1:2:3 with a 0.5 water-cement ratio.Ready-mix concrete is sold by volume — cubic yards in the US and cubic meters everywhere else. The core calculation is straightforward: multiply length × width × depth. The tricky part is unit conversion, because thickness is usually measured in inches while length and width are in feet.
Volume of a rectangular slab:
V = Length × Width × Depth
Example: 10 ft × 10 ft × 4 inches
Convert depth: 4 in ÷ 12 = 0.333 ft
V = 10 × 10 × 0.333 = 33.3 ft³
Convert to yards: 33.3 ÷ 27 = 1.23 yd³Density connects mass and volume with a simple relationship. If you know any two of the three values, you can calculate the third:
ρ = m ÷ V
Where:
ρ (rho) = density (kg/m³ or lb/ft³)
m = mass (kg or lb)
V = volume (m³ or ft³)
Rearranged:
m = ρ × V (find mass from density and volume)
V = m ÷ ρ (find volume from mass and density)Density values depend entirely on the units used. The same material has different numbers in different unit systems:
1 g/cm³ = 1,000 kg/m³ = 62.43 lb/ft³lb/ft³ to kg/m³, multiply by 16.018kg/m³ to lb/ft³, multiply by 0.0624Knowing typical densities helps with quick estimation. Here are values for materials you encounter in construction and everyday life:
| Material | kg/m³ | lb/ft³ |
|---|---|---|
| Air (sea level) | 1.2 | 0.075 |
| Water | 1,000 | 62.4 |
| Sand (dry) | 1,600 | 100 |
| Concrete | 2,400 | 150 |
| Aluminum | 2,700 | 169 |
| Steel | 7,850 | 490 |
| Copper | 8,960 | 559 |
| Lead | 11,340 | 708 |
| Gold | 19,300 | 1,205 |
Suppose you're pouring a 20 ft × 12 ft patio slab, 4 inches thick. How much concrete do you need, and how much does it weigh?
Step 1: Volume
20 × 12 × (4/12) = 80 ft³
80 ÷ 27 = 2.96 yd³
Step 2: Add 10% waste
2.96 × 1.10 = 3.26 yd³ → order 3.5 yd³
Step 3: Weight (concrete ≈ 150 lb/ft³)
80 × 150 = 12,000 lb ≈ 5,443 kgThe density formula is one of the most useful equations in engineering. Once you know ρ = m ÷ V, you can estimate the weight of any material from its volume — or figure out how much space a given weight will occupy.
What probability means, how the bell curve works, what z-scores and confidence intervals actually tell you, and why sample size matters.
Area and volume formulas for every common shape, the Pythagorean theorem, Law of Sines and Cosines, and slope of a line.
How fractions work, why prime factorisation matters, the GCF and LCM connection, ratios, proportions, and percentages as fractions of 100.