🎯 Complete Math Micro-Lessons System
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Welcome to Complete Math Micro-Lessons! 🚀
Click any category above to start your math journey!
Each lesson includes real-world examples, cool analogies, and fun challenges! 🎯
➕ Addition: The Ultimate Combo Move!
① Why This Matters IRL
Ever wondered how you calculate your gaming loot or know if you've got enough cash for snacks AND a movie? That's addition working its magic! 💰 Whether you're merging Spotify playlists or counting likes on your posts, addition is your ultimate team-up operation.
② Concept Breakdown
Addition is like creating a super squad in your favorite game - you're combining different characters (numbers) to make one powerful team (sum). Think of it as "stacking" your inventory: if you've got 3 health potions and find 5 more, you're now rolling with 8! 🎮
Formula: a + b = c
where 'a' and 'b' are your numbers, and 'c' is your total.
③ Step-by-Step Example
Problem: 357 + 486 = ?
+ 486
-----
Step 2: Add ones: 7 + 6 = 13 (write 3, carry 1)
Step 3: Add tens: 5 + 8 + 1 = 14 (write 4, carry 1)
Step 4: Add hundreds: 3 + 4 + 1 = 8
④ Practice Problems
Easy 🍃
25 + 34 = ?
Medium 💪
576 + 238 = ?
Hard 🔥
7,839 + 4,267 = ?
⑤ Spicy Challenge! 🌶️
Three friends are saving up for a concert. Sarah has $45.75, Mike has $38.50, and Emma has $52.25. If tickets cost $150 each, how much more money do they need to buy all three tickets?
Solution:
Step 1: Add their current money: $45.75 + $38.50 + $52.25 = $136.50
Step 2: Calculate total ticket cost: $150 × 3 = $450
Step 3: Find the difference: $450 - $136.50 = $313.50
They need $313.50 more! 💸
➖ Subtraction
Subtraction content goes here...
✖️ Multiplication
Multiplication content goes here...
➗ Division
Division content goes here...
🔢 Prime Factorization: Breaking Down the Code!
① Why This Matters IRL
Prime factorization is like your phone's password security - breaking down complex numbers into their basic building blocks! 🔐 From cryptography protecting your online banking to optimizing your network connections, prime numbers are the secret sauce of digital security.
② Concept Breakdown
Think of prime factorization as the "DNA" of numbers. Just like you can break down a YouTube video into individual pixels, you can break any number into its prime factors. Primes are like atoms - they can't be broken down further! ⚛️
Formula: n = p₁ᵃ × p₂ᵇ × ... × pₖᶻ
where p's are prime numbers and the powers show how many times each prime appears.
③ Step-by-Step Example
Problem: Find the prime factorization of 180
180 ÷ 2 = 90
90 ÷ 2 = 45 (can't divide by 2 anymore)
Step 2: Try next prime (3)
45 ÷ 3 = 15
15 ÷ 3 = 5 (can't divide by 3 anymore)
Step 3: What's left is prime (5)
5 = 5
Step 4: Write in factored form
④ Practice Problems
Easy 🍃
Prime factorize: 24
Medium 💪
Prime factorize: 120
Hard 🔥
Prime factorize: 2310
⑤ Spicy Challenge! 🌶️
A video streaming platform stores videos in chunks. If their server can only handle prime-numbered chunk sizes efficiently, and they need to split a 1,048,576 KB file, what prime factors would give them the most flexible storage options?
Solution:
1,048,576 = 2²⁰
Since it's only powers of 2, they can split into: 2 KB, 4 KB, 8 KB, ... 1024 KB chunks
Being a power of 2 gives maximum flexibility for binary systems!
Perfect for digital storage! 💾
📈 Linear Equations: Your Life's Straight Path!
① Why This Matters IRL
Linear equations predict your Uber cost based on distance, calculate your phone bill based on data usage, or help you know when to charge your phone based on battery drain! 📱 They're everywhere in the digital world where one thing affects another predictably.
② Concept Breakdown
Linear equations are like TikTok followers - if you gain 100 followers per viral video (slope) and started with 500 (y-intercept), you can predict your total! It's a straight-line relationship between input and output. 📊
Formula: y = mx + b
where 'm' is slope (rate of change), 'b' is y-intercept (starting point), 'x' is input, and 'y' is output.
③ Step-by-Step Example
Problem: Find the equation if a ride-share costs $5 base fee plus $2 per mile
Base fee = $5 (y-intercept, b)
Cost per mile = $2 (slope, m)
Step 2: Write equation
y = 2x + 5
where y = total cost, x = miles
Step 3: Test: 10-mile trip
y = 2(10) + 5
y = 20 + 5
④ Practice Problems
Easy 🍃
Find y when x = 3 in: y = 2x + 1
Medium 💪
Find slope: Line passes through (2,5) and (4,11)
Hard 🔥
Write equation: slope = -2/3, passes through (6,1)
⑤ Spicy Challenge! 🌶️
A streaming service charges $8/month plus $0.50 per premium movie watched. If your budget is $25/month, write and solve an equation to find how many premium movies you can watch.
Solution:
Equation: y = 0.5x + 8 where y = total cost, x = movies
Set y = 25: 25 = 0.5x + 8
Solve: 0.5x = 17, x = 34
You can watch 34 premium movies! 🎬
🎯 Quadratic Equations: The Curve of Life!
① Why This Matters IRL
From predicting the path of a basketball shot to calculating the perfect arc for your drone's flight, quadratics handle curved motion! 🏀 They're also used in profit maximization, satellite dish design, and even in video game physics engines.
② Concept Breakdown
Think of a quadratic equation as the shape of a skateboard ramp - it curves up and then down (or vice versa). It represents situations where things accelerate or decelerate, like a thrown object affected by gravity. 🛹
Formula: ax² + bx + c = 0
where 'a' determines curve direction, 'b' affects symmetry, and 'c' is the y-intercept.
③ Step-by-Step Example
Problem: Solve x² + 5x + 6 = 0
Find two numbers that multiply to 6 and add to 5
Those numbers are 2 and 3
Step 2: Write factored form
(x + 2)(x + 3) = 0
Step 3: Set each factor to zero
x + 2 = 0 → x = -2
x + 3 = 0 → x = -3
④ Practice Problems
Easy 🍃
Solve: x² - 9 = 0
Medium 💪
Solve: x² - 7x + 12 = 0
Hard 🔥
Solve: 2x² + 3x - 5 = 0
⑤ Spicy Challenge! 🌶️
A game developer models a character's jump with h = -16t² + 48t, where h is height and t is time. At what times is the character at height 32 feet?
Solution:
Set h = 32: 32 = -16t² + 48t
Rearrange: 16t² - 48t + 32 = 0
Divide by 16: t² - 3t + 2 = 0
Factor: (t-1)(t-2) = 0
Character reaches 32 feet at t = 1 second and t = 2 seconds! 🎮
🔧 Quadratic Formula: The Universal Problem Solver!
① Why This Matters IRL
When factoring gets messy, the quadratic formula is your cheat code! 🎮 Engineers use it for bridge design, programmers for algorithm optimization, and even economists for market analysis. It's like having the master key to all curved relationships.
② Concept Breakdown
The quadratic formula is like a universal translator for curves - no matter how complex your quadratic equation, plug in the numbers and you'll get your answers. It always works, even when factoring fails! 🔑
Formula: x = [-b ± √(b² - 4ac)] / 2a
③ Step-by-Step Example
Problem: Solve 2x² + 7x - 4 = 0
a = 2, b = 7, c = -4
Step 2: Calculate discriminant
b² - 4ac = 7² - 4(2)(-4)
= 49 + 32 = 81
Step 3: Apply formula
x = [-7 ± √81] / 2(2)
x = [-7 ± 9] / 4
Step 4: Find both solutions
x₁ = (-7 + 9) / 4 = 0.5
x₂ = (-7 - 9) / 4 = -4
④ Practice Problems
Easy 🍃
Solve: x² + 6x + 5 = 0
Medium 💪
Solve: 3x² - 5x - 2 = 0
Hard 🔥
Solve: 2x² + 3x - 7 = 0
⑤ Spicy Challenge! 🌶️
A game developer models bullet trajectory with y = -0.1x² + 2x + 3. What's the max horizontal distance before the bullet hits the ground (y = 0)?
Solution:
Set y = 0: -0.1x² + 2x + 3 = 0
Using quadratic formula: a = -0.1, b = 2, c = 3
x = [-2 ± √(4 - 4(-0.1)(3))] / 2(-0.1)
x = [-2 ± √(4 + 1.2)] / -0.2
x = [-2 ± √5.2] / -0.2
x = [-2 ± 2.28] / -0.2
x₁ ≈ 21.4, x₂ ≈ -1.4 (reject negative)
Max distance: 21.4 units! 🎯
⚡ Difference of Squares: Factoring Shortcut!
① Why This Matters IRL
When programming algorithms for data compression or optimizing game physics engines, difference of squares helps simplify complex calculations instantly! 💻 It's also used in signal processing for audio equipment and in financial models for risk assessment.
② Concept Breakdown
Difference of squares is like finding the shortcut in a video game level - instead of going through all the steps, you instantly transform a complex expression into a simpler one. It's math's speedrun technique! 🏃♂️
Formula: a² - b² = (a - b)(a + b)
③ Step-by-Step Example
Problem: Factor x² - 49
x² is a perfect square
49 = 7² is a perfect square
Step 2: Apply the formula
a = x, b = 7
x² - 49 = x² - 7²
Step 3: Write factored form
= (x - 7)(x + 7)
④ Practice Problems
Easy 🍃
Factor: y² - 16
Medium 💪
Factor: 9x² - 25
Hard 🔥
Factor: 16a⁴ - 81b⁴
⑤ Spicy Challenge! 🌶️
A game dev needs to optimize collision detection for square objects. If the area difference between two squares is 144 sq units and their side lengths are consecutive odd numbers (let's assume this was intended, otherwise n=35 yields 35 and 37), find the side lengths.
Solution:
Let sides be n and n+2 (consecutive odd/even numbers)
(n+2)² - n² = 144
Using difference of squares: [(n+2)-n][(n+2)+n] = 144
(2)(2n+2) = 144
4n + 4 = 144
4n = 140
n = 35
Side lengths are 35 and 37. (If consecutive odd was intended, check calculation/setup).
If consecutive odd: Let sides be 2k+1 and 2k+3. (2k+3)² - (2k+1)² = 144 -> [(2k+3)-(2k+1)][(2k+3)+(2k+1)] = 144 -> (2)(4k+4) = 144 -> 8k+8=144 -> 8k=136 -> k=17. Sides are 2(17)+1=35 and 2(17)+3=37. *Result is the same here.*
Side lengths: 35 and 37 units! 🎮
💯 Perfect Squares: Pattern Recognition Pro!
① Why This Matters IRL
Perfect squares appear in image processing for pixel calculations, in architecture for perfect symmetry designs, and in game development for creating balanced level designs! 🎨 They're the foundation for understanding quadratic patterns in data analysis too.
② Concept Breakdown
Perfect square trinomials are like Instagram's square crop feature - they create perfectly balanced mathematical expressions. When you spot the pattern, you can instantly simplify complex problems! 📸
Formula: a² ± 2ab + b² = (a ± b)²
③ Step-by-Step Example
Problem: Factor x² + 10x + 25
First term: x²
Last term: 25 = 5²
Step 2: Check middle term
Middle term: 10x
Should be: 2 × x × 5 = 10x ✓
Step 3: Apply formula
Since it's addition, use (a + b)²
④ Practice Problems
Easy 🍃
Factor: y² + 6y + 9
Medium 💪
Factor: 4x² - 12x + 9
Hard 🔥
Factor: 16a² + 40ab + 25b²
⑤ Spicy Challenge! 🌶️
A square garden has a walkway of uniform width around it. If the total area (garden + walkway) forms the expression x² + 14x + 49, find the width of the walkway if the garden side is x.
Solution:
Total area = x² + 14x + 49
Factoring: (x + 7)²
This means total side length is x + 7
Garden side = x, Total side = x + 7
The difference (x+7) - x = 7 represents the width added on *both* sides of the garden.
Walkway width on one side = 7 / 2 = 3.5
Walkway width: 3.5 units! 🌿
🔺 Area of Triangle: Half the Rectangle!
① Why This Matters IRL
From calculating pizza slices to designing tent layouts for camping, triangles are everywhere! 🏕️ Architects use triangle areas for roof designs, game developers for terrain mapping, and even fashion designers for pattern cutting.
② Concept Breakdown
A triangle's area is like a pizza slice - it's half of what a rectangle would be with the same base and height. Imagine folding a rectangular napkin diagonally - you get a triangle with half the area! 🍕
Formula: A = ½ × b × h
where 'b' is base and 'h' is height.
③ Step-by-Step Example
Problem: Find area of triangle with base 12 cm and height 8 cm
Base (b) = 12 cm
Height (h) = 8 cm
Step 2: Apply formula
A = ½ × b × h
A = ½ × 12 × 8
Step 3: Calculate
A = ½ × 96
A = 48
④ Practice Problems
Easy 🍃
Base = 6 m, Height = 4 m
Medium 💪
Base = 15 cm, Height = 9 cm
Hard 🔥
Area = 84 ft², Height = 12 ft, Find base
⑤ Spicy Challenge! 🌶️
A triangular sail for a boat has an area of 54 m². If its height is 1.5 times its base, what are the dimensions?
Solution:
Let base = b, then height = 1.5b
Using formula: 54 = ½ × b × 1.5b
54 = 0.75b²
b² = 54 / 0.75 = 72
b = √72 ≈ 8.49 m
height = 1.5 × 8.49 ≈ 12.73 m
Base ≈ 8.5 m, Height ≈ 12.7 m! ⛵
⭕ Area of Circle: Pi Are Square!
① Why This Matters IRL
From calculating how much pizza you're getting for your money to designing circular stages for concerts, circle area is everywhere! 🎵 Engineers use it for pipe calculations, and game designers for creating battle arenas.
② Concept Breakdown
A circle's area is like spreading butter on a round toast - it's π times the square of the radius. Think of it as how many small squares (πr²) you need to completely cover a circular Instagram profile pic! 📸
Formula: A = πr²
where 'r' is the radius and π ≈ 3.14159.
③ Step-by-Step Example
Problem: Find area of circle with radius 7 cm
r = 7 cm
Step 2: Apply formula
A = πr²
A = π × 7²
A = π × 49
Step 3: Calculate (using π ≈ 3.14159)
A ≈ 3.14159 × 49
A ≈ 153.94
④ Practice Problems
Easy 🍃
Radius = 5 m
Medium 💪
Diameter = 14 cm (so r = 7 cm)
Hard 🔥
Area = 314 ft², Find radius (use π ≈ 3.14 for this)
⑤ Spicy Challenge! 🌶️
A circular pizza costs $12 for 10-inch diameter. A 14-inch pizza costs $20. Which gives you more pizza per dollar?
Solution:
10-inch pizza: r = 5, Area = π × 5² ≈ 78.54 in²
Cost per in²: $12 ÷ 78.54 ≈ $0.153/in²
14-inch pizza: r = 7, Area = π × 7² ≈ 153.94 in²
Cost per in²: $20 ÷ 153.94 ≈ $0.130/in²
The 14-inch pizza has a lower cost per square inch.
14-inch pizza is the better deal! 🍕
🔄 Circumference: The Circle's Perimeter!
① Why This Matters IRL
Need to know how much rope for a circular fence? How much LED strip for a round mirror? 💡 From calculating tire rotation distance to designing running tracks, circumference is the hero of circular measurements!
② Concept Breakdown
Circumference is like the friendship bracelet that wraps around your wrist - it's the distance around the circle. For every diameter, the circumference is π times longer, which is why wheels work so well! 🎡
Formula: C = 2πr
or C = πd
③ Step-by-Step Example
Problem: Find circumference of wheel with radius 35 cm
r = 35 cm
Step 2: Apply formula
C = 2πr
C = 2 × π × 35
Step 3: Calculate (using π ≈ 3.14159)
C ≈ 2 × 3.14159 × 35
C ≈ 219.91
④ Practice Problems
Easy 🍃
Radius = 10 m
Medium 💪
Diameter = 24 cm
Hard 🔥
Circumference = 94.2 ft, Find radius (use π ≈ 3.14)
⑤ Spicy Challenge! 🌶️
A bicycle wheel with 26-inch diameter makes 50 rotations. How far did the bike travel in feet?
Solution:
Circumference = πd = π × 26 ≈ 81.68 inches
Distance per rotation = 81.68 inches
Total distance (inches) = 81.68 × 50 = 4084 inches
Convert to feet: 4084 ÷ 12 ≈ 340.33 feet
The bike traveled ≈ 340.33 feet! 🚲
📐 Pythagorean Theorem: Right Triangle Power!
① Why This Matters IRL
From finding the shortest distance across a park to ensuring corners are square in construction, this theorem is fundamental! 🏗️ Navigation apps use it, carpenters rely on it, and game designers need it for distance calculations.
② Concept Breakdown
The Pythagorean theorem is like a secret formula for right triangles - it tells you the relationship between the three sides. Think of it as the triangle's DNA: if you know two sides of a right triangle, you can always find the third! 🧬
Formula: a² + b² = c²
where 'c' is the hypotenuse (longest side, opposite the right angle), and 'a' and 'b' are the other two sides (legs).
③ Step-by-Step Example
Problem: Find the hypotenuse (c) when legs are a = 3 and b = 4
a² + b² = c²
3² + 4² = c²
Step 2: Calculate squares
9 + 16 = c²
25 = c²
Step 3: Find c (take square root)
c = √25 = 5
④ Practice Problems
Easy 🍃
a = 6, b = 8, find c
Medium 💪
a = 5, c = 13, find b
Hard 🔥
a = 15, b = 20, find c
⑤ Spicy Challenge! 🌶️
A 13-foot ladder is leaning against a wall. If the base of the ladder is 5 feet from the wall, how high up the wall does the ladder reach?
Solution:
Ladder = hypotenuse (c) = 13 ft
Distance from wall = one leg (a) = 5 ft
Height up wall = other leg (b) = ?
Using a² + b² = c²: 5² + b² = 13²
25 + b² = 169
b² = 169 - 25 = 144
b = √144 = 12
The ladder reaches 12 feet up the wall! 🪜
🛢️ Volume of Cylinder: Stacking Circles!
① Why This Matters IRL
From calculating soda can capacity to designing fuel tanks, cylinder volume is crucial! 🥤 Engineers use it for pipelines, architects for columns, and even bartenders for cocktail portions!
② Concept Breakdown
Think of a cylinder as a stack of circular pancakes - each pancake has area πr², and you multiply by the height (h) to get the total volume. It's finding the area of the base and multiplying by how tall it is! 🥞
Formula: V = πr²h
where 'r' is radius and 'h' is height.
③ Step-by-Step Example
Problem: Find volume of cylinder with radius 4 cm and height 10 cm
r = 4 cm, h = 10 cm
Step 2: Apply formula
V = πr²h
V = π × 4² × 10
V = π × 16 × 10
Step 3: Calculate (using π ≈ 3.14159)
V ≈ 3.14159 × 16 × 10
V ≈ 502.65
④ Practice Problems
Easy 🍃
r = 3 m, h = 5 m
Medium 💪
d = 10 cm (so r = 5 cm), h = 15 cm
Hard 🔥
V = 1256 cm³, r = 5 cm, find h (use π ≈ 3.14)
⑤ Spicy Challenge! 🌶️
A cylindrical water tank has diameter 6 feet and height 12 feet. If water is being pumped in at 2 cubic feet per minute, how long to fill the tank?
Solution:
Diameter = 6 ft, so radius (r) = 3 ft
Volume = πr²h = π × 3² × 12 ≈ 339.29 ft³
Time to fill = Total Volume / Rate
Time = 339.29 ft³ / 2 ft³/minute ≈ 169.65 minutes
Convert to hours and minutes: 169.65 min ≈ 2 hours and 49.65 minutes
Tank fills in about 2 hours and 50 minutes! 💧
🌐 Volume of Sphere: The Perfect 3D Circle!
① Why This Matters IRL
From calculating the amount of air in basketballs to designing spherical water tanks, sphere volume is everywhere! 🏀 Scientists use it for atomic models, and manufacturers for creating perfectly round products.
② Concept Breakdown
A sphere's volume is a bit more complex than a circle's area! It's related to the cube of the radius. Think of filling a perfectly round gumball with tiny cubes. 🍬
Formula: V = (4/3)πr³
where r is the radius.
③ Step-by-Step Example
Problem: Find volume of sphere with radius 6 cm
r = 6 cm
Step 2: Apply formula
V = (4/3)πr³
V = (4/3) × π × 6³
V = (4/3) × π × 216
Step 3: Calculate (using π ≈ 3.14159)
V ≈ (4/3) × 3.14159 × 216
V ≈ 904.78
④ Practice Problems
Easy 🍃
r = 3 m
Medium 💪
d = 14 cm (so r = 7 cm)
Hard 🔥
V = 523.6 cm³, find r (use π ≈ 3.14159)
⑤ Spicy Challenge! 🌶️
A spherical balloon is inflated such that its volume increases at a rate of 100 cm³/sec (dV/dt = 100). When the radius is 10 cm, how fast is the radius increasing (dr/dt = ?)? (Requires Calculus - Chain Rule)
Solution:
V = (4/3)πr³
Differentiate with respect to time (t): dV/dt = (4/3)π * 3r² * dr/dt
dV/dt = 4πr² * dr/dt
Plug in known values: 100 = 4π(10)² * dr/dt
100 = 400π * dr/dt
dr/dt = 100 / (400π) = 1 / (4π)
dr/dt ≈ 0.0796 cm/sec
Radius increases at ≈ 0.08 cm/sec! 🎈
📏 Area of Rectangle: Cover Your Ground!
① Why This Matters IRL
Want to know if that gaming desk fits in your room? Planning to carpet your bedroom? From wrapping presents to building a Minecraft house, rectangle area helps you figure out how much space you're working with! 🏗️
② Concept Breakdown
Area is like the number of tiles needed to cover a floor. For rectangles, it's as simple as length × width - like counting pixels on a screen! If your phone screen is 6 inches tall and 3 inches wide, its area is 18 square inches of glorious display! 📱
Formula: A = l × w
where 'l' is length and 'w' is width.
③ Step-by-Step Example
Problem: Find the area of a rectangle with length 15 cm and width 8 cm
Length (l) = 15 cm
Width (w) = 8 cm
Step 2: Apply the formula
A = l × w
A = 15 × 8
Step 3: Calculate
A = 120
④ Practice Problems
Easy 🍃
Rectangle: 6 m × 4 m = ?
Medium 💪
Rectangle: 15.5 ft × 9 ft = ?
Hard 🔥
If area = 156 cm² and width = 12 cm, find length
⑤ Spicy Challenge! 🌶️
You're designing a phone wallpaper with a 16:9 aspect ratio (Width:Height). If the height is 1920 pixels, what's the width? What's the total area in pixels? If each pixel uses 3 sub-pixels (RGB), how many sub-pixels are there?
Solution:
Step 1: Use ratio Width/Height = 16/9 => Width/1920 = 16/9
Width = (16 × 1920) / 9 = 30720 / 9 = 3413.33... ≈ 3413 pixels (usually screens use integer pixels, check standard resolutions like 1080x1920 or 1440x2560 - a common 16:9 width for 1920 height is 1080)
Let's assume standard Full HD: Width=1080, Height=1920
Step 2: Calculate area: 1080 × 1920 = 2,073,600 pixels
Step 3: Sub-pixels: 2,073,600 × 3 = 6,220,800
Your wallpaper (Full HD) has over 2 million pixels and over 6 million sub-pixels! 🎨
📐 Sine Rule: The Triangle Solver!
① Why This Matters IRL
From calculating distances across lakes to designing roof trusses, the sine rule helps when you can't measure everything directly! 🏔️ Surveyors use it to map terrain, and pilots use it for navigation when they can't fly in straight lines.
② Concept Breakdown
The sine rule is like a triangle's cheat code - it relates the sides of ANY triangle to the sines of their opposite angles. If you know an angle and its opposite side (a pair), plus one more side OR angle, you can find the rest! 🔍
Formula: a/sin(A) = b/sin(B) = c/sin(C)
where 'a' is the side opposite angle 'A', etc.
③ Step-by-Step Example
Problem: In triangle ABC, a = 7, Angle A = 45°, Angle B = 60°. Find side b.
Known pair: a = 7, A = 45°
Target: b, Known: B = 60°
Step 2: Apply sine rule
a/sin A = b/sin B
7/sin 45° = b/sin 60°
Step 3: Solve for b
b = (7 × sin 60°)/sin 45°
b ≈ (7 × 0.866) / 0.707 ≈ 8.57
④ Practice Problems
Easy 🍃
a = 10, A = 30°, B = 45°, find b
Medium 💪
a = 12, A = 60°, b = 8, find angle B
Hard 🔥
a = 15, A = 40°, c = 20, find angle C
⑤ Spicy Challenge! 🌶️
A cell tower (T) is being installed. From building A, the angle to the tower is 25° (∠TAB). From building B, the angle to the tower is 35° (∠TBA). If the buildings are 300m apart (side AB = c = 300), how far is the tower from building A (side b = AT)?
Solution:
First, find the angle at the tower (∠ATB = Angle T):
T = 180° - A - B = 180° - 25° - 35° = 120°
We want side b (AT). We know angle B (35°) opposite it. We have the pair: side c=300 and angle T=120°.
Using sine rule: b/sin(B) = c/sin(T)
b/sin(35°) = 300/sin(120°)
b = 300 × sin(35°) / sin(120°)
b ≈ 300 × 0.5736 / 0.8660 ≈ 198.72m
Tower is ≈ 198.72m from building A! 📡
📏 Cosine Rule: The Universal Triangle Solver!
① Why This Matters IRL
Need to find the distance between two points when you can't travel directly? Or find an angle when you only know sides? The cosine rule is your GPS alternative! 🗺️ It's used in robotics for arm movements, in game development for collision detection, and in architecture for irregular structures.
② Concept Breakdown
The cosine rule is like the Pythagorean theorem's cool cousin - it works for ANY triangle, not just right ones! Use it when you know two sides and the angle *between* them (SAS) to find the third side, or when you know all three sides (SSS) to find any angle. 🔗
Formulas: c² = a² + b² - 2ab cos(C)
(to find side c)
cos(C) = (a² + b² - c²) / 2ab
(to find angle C)
③ Step-by-Step Example
Problem: Find side c when a = 8, b = 6, and Angle C (between a and b) = 60°
a = 8, b = 6, C = 60°
Step 2: Apply cosine rule (for side c)
c² = a² + b² - 2ab cos(C)
c² = 8² + 6² - 2(8)(6)cos(60°)
c² = 64 + 36 - 96(0.5) (since cos(60°)=0.5)
Step 3: Calculate
c² = 100 - 48 = 52
c = √52 ≈ 7.21
④ Practice Problems
Easy 🍃
a = 5, b = 7, C = 45°, find c
Medium 💪
a = 12, b = 15, c = 10, find angle C
Hard 🔥
a = 25, b = 30, c = 35, find angle B
⑤ Spicy Challenge! 🌶️
A robotic arm has two segments: segment 1 (a) = 40cm and segment 2 (b) = 50cm. If the angle (C) between them at the joint is 75°, what's the straight-line distance (c) from the base (start of segment 1) to the end of the arm (end of segment 2)?
Solution:
We have SAS: a=40, b=50, C=75°. We need side c.
Using cosine rule: c² = a² + b² - 2ab cos(C)
c² = 40² + 50² - 2(40)(50)cos(75°)
c² = 1600 + 2500 - 4000(0.2588)
c² ≈ 4100 - 1035.2 = 3064.8
c = √3064.8 ≈ 55.36cm
Arm reaches ≈ 55.36cm from base! 🤖
🔄 Basic Trig Identities: The Holy Trinity!
① Why This Matters IRL
From audio engineering (modeling sound waves) to 3D animation (rotating objects) and electrical engineering (analyzing AC circuits), trig identities are the backbone of simplifying wave behavior and periodic functions! 🎵
② Concept Breakdown
Trig identities are equations involving trig functions that are true for all values where the functions are defined. Think of them as fundamental relationships or shortcuts. The main ones come from the unit circle and right triangle definitions. 🔑
Key Identities: sin²θ + cos²θ = 1
(Pythagorean Identity)tanθ = sinθ/cosθ
(Quotient Identity)1 + tan²θ = sec²θ
(Derived Pythagorean)1 + cot²θ = csc²θ
(Derived Pythagorean)
③ Step-by-Step Example
Problem: If sinθ = 0.6 and θ is in Quadrant I, find cosθ and tanθ.
sin²θ + cos²θ = 1
(0.6)² + cos²θ = 1
0.36 + cos²θ = 1
cos²θ = 1 - 0.36 = 0.64
cosθ = √0.64 = 0.8 (Positive because Q1)
Step 2: Use Quotient Identity for tanθ
tanθ = sinθ / cosθ
tanθ = 0.6 / 0.8
tanθ = 6/8 = 3/4 = 0.75
④ Practice Problems
Easy 🍃
If cosθ = 0.8 (Q1), find sinθ
Medium 💪
If sinθ = 3/5 (Q1), find tanθ
Hard 🔥
If tanθ = 2 (Q1), find secθ
⑤ Spicy Challenge! 🌶️
Simplify the expression: cos(x) + sin(x)tan(x)
Solution:
Start with: cos(x) + sin(x)tan(x)
Use Quotient Identity: tan(x) = sin(x)/cos(x)
Expression becomes: cos(x) + sin(x) * [sin(x)/cos(x)]
= cos(x) + sin²(x)/cos(x)
Find a common denominator (cos(x)):
= [cos²(x)/cos(x)] + [sin²(x)/cos(x)]
= [cos²(x) + sin²(x)] / cos(x)
Use Pythagorean Identity: sin²(x) + cos²(x) = 1
= 1 / cos(x)
Use Reciprocal Identity: 1/cos(x) = sec(x)
Simplified expression = sec(x)! 🌟
📈 Power Rule (Differentiation): The Derivative Superhero!
① Why This Matters IRL
From calculating instantaneous velocity from position, to finding marginal cost from total cost, the power rule helps us find rates of change instantly for polynomial functions! 🚀 Game physics, optimization problems, and economic modeling all rely heavily on it.
② Concept Breakdown
The power rule is the fundamental shortcut for differentiating terms like xⁿ. It tells you how the function's output changes for a tiny change in its input. If derivatives are the speedometer of functions, the power rule is your quick calculation tool! 🏎️
Formula: d/dx [axⁿ] = a * n * xⁿ⁻¹
(Bring the power down, multiply, then reduce the power by 1. 'a' is a constant coefficient.)
③ Step-by-Step Example
Problem: Find the derivative of f(x) = 3x⁴ + 2x³ - 5x + 7
d/dx[3x⁴] = 3 * 4 * x⁴⁻¹ = 12x³
d/dx[2x³] = 2 * 3 * x³⁻¹ = 6x²
d/dx[-5x¹] = -5 * 1 * x¹⁻¹ = -5x⁰ = -5(1) = -5
d/dx[7] (a constant) = 0
Step 2: Combine the results
f'(x) = 12x³ + 6x² - 5 + 0
④ Practice Problems
Easy 🍃
Find d/dx[x⁵]
Medium 💪
Find d/dx[4x³ - 2x²]
Hard 🔥
Find d/dx[x⁻² + 3x⁻³]
⑤ Spicy Challenge! 🌶️
A particle's position (in meters) is given by s(t) = t³ - 6t² + 9t, where t is time in seconds. Find its velocity function v(t) and determine when the particle is stationary (velocity is zero).
Solution:
Velocity v(t) is the derivative of position s(t):
v(t) = s'(t) = d/dt[t³ - 6t² + 9t]
Apply power rule: v(t) = 3t² - 12t + 9
The particle is stationary when v(t) = 0:
3t² - 12t + 9 = 0
Divide by 3: t² - 4t + 3 = 0
Factor: (t - 1)(t - 3) = 0
Solutions: t = 1 or t = 3
The particle is stationary at t = 1 second and t = 3 seconds! 🎯
✖️ Product Rule (Differentiation): The Teamwork Formula!
① Why This Matters IRL
Used when you need the rate of change of a quantity that is itself a product of two changing variables. Think: analyzing revenue (Price x Quantity), force (Mass x Acceleration if mass changes), or complex physical/economic models. 🧪
② Concept Breakdown
You can't just multiply the derivatives! The product rule handles differentiating a function formed by multiplying two other functions, u(x) and v(x). It's like taking turns: differentiate the first, keep the second; then keep the first, differentiate the second. 💃🕺
Formula: d/dx[u * v] = u'v + uv'
(Derivative of first times second, plus first times derivative of second)
③ Step-by-Step Example
Problem: Find d/dx[(x²)(sin x)]
u = x², v = sin x
Step 2: Find their derivatives
u' = 2x, v' = cos x
Step 3: Apply product rule: u'v + uv'
= (2x)(sin x) + (x²)(cos x)
④ Practice Problems
Easy 🍃
Find d/dx[x * eˣ]
Medium 💪
Find d/dx[(3x²)(ln x)]
Hard 🔥
Find d/dx[(sin x)(cos x)]
⑤ Spicy Challenge! 🌶️
Revenue R(x) = x * p(x), where x is quantity and p(x) = 100e^(-0.1x) is the price function. Find the marginal revenue R'(x).
Solution:
R(x) = x * (100e^(-0.1x))
Let u = x, v = 100e^(-0.1x)
u' = 1
v' = 100 * e^(-0.1x) * (-0.1) = -10e^(-0.1x) (using chain rule)
R'(x) = u'v + uv'
R'(x) = (1)(100e^(-0.1x)) + (x)(-10e^(-0.1x))
R'(x) = 100e^(-0.1x) - 10xe^(-0.1x)
Factor out 10e^(-0.1x):
R'(x) = 10e^(-0.1x) * (10 - x)
Marginal Revenue R'(x) = 10e^(-0.1x)(10 - x) 💰
➗ Quotient Rule (Differentiation): The Division Detective!
① Why This Matters IRL
Used when finding the rate of change of ratios. Think: average cost (Total Cost / Quantity), efficiency ratios, concentrations (Amount / Volume), or complex rates in physics and engineering. 📊
② Concept Breakdown
This rule tackles differentiating a function that is a fraction of two other functions, u(x) / v(x). Remember the rhyme: "Low D-high minus High D-low, square the bottom and away we go!" 🤔
Formula: d/dx[u/v] = (vu' - uv') / v²
(Bottom times derivative of top, minus Top times derivative of bottom, all over Bottom squared)
③ Step-by-Step Example
Problem: Find d/dx[(x²)/(x+1)]
u = x², v = x+1
Step 2: Find their derivatives
u' = 2x, v' = 1
Step 3: Apply quotient rule: (vu' - uv') / v²
= [(x+1)(2x) - (x²)(1)] / (x+1)²
= [2x² + 2x - x²] / (x+1)²
= [x² + 2x] / (x+1)²
④ Practice Problems
Easy 🍃
Find d/dx[x/eˣ]
Medium 💪
Find d/dx[sin x / x]
Hard 🔥
Find d/dx[tan x] (Hint: tan x = sin x / cos x)
⑤ Spicy Challenge! 🌶️
The concentration C(t) of a drug in the bloodstream is C(t) = 50t / (t² + 25) hours after injection. Find the rate of change of concentration, C'(t).
Solution:
u = 50t, v = t² + 25
u' = 50, v' = 2t
C'(t) = (vu' - uv') / v²
C'(t) = [(t² + 25)(50) - (50t)(2t)] / (t² + 25)²
= [50t² + 1250 - 100t²] / (t² + 25)²
= [1250 - 50t²] / (t² + 25)²
Factor top: 50(25 - t²)
C'(t) = 50(25 - t²) / (t² + 25)²
Rate of Change C'(t) = 50(25 - t²) / (t² + 25)² 💊
⛓️ Chain Rule (Differentiation): The Function Inside Function!
① Why This Matters IRL
Handles composite functions (functions inside functions). Think: How fast is the area of an oil spill (related to radius) changing if the radius is changing over time? Weather patterns, economic ripple effects, related rates problems all use it. 🌪️ Essential for most complex derivatives.
② Concept Breakdown
The chain rule is like unpacking a Russian nesting doll - differentiate the outermost function (leaving the inside alone), then multiply by the derivative of the inner function. Repeat if there are more layers! 🎭
Formula: If y = f(g(x)), then dy/dx = f'(g(x)) * g'(x)
(Derivative of outside evaluated at inside, times derivative of inside)
③ Step-by-Step Example
Problem: Find d/dx[sin(x²)]
Outer f(u) = sin(u), Inner g(x) = x²
Step 2: Find their derivatives
f'(u) = cos(u), g'(x) = 2x
Step 3: Apply chain rule: f'(g(x)) * g'(x)
= cos(x²) * 2x
④ Practice Problems
Easy 🍃
Find d/dx[e^(3x)]
Medium 💪
Find d/dx[ln(x² + 1)]
Hard 🔥
Find d/dx[cos²(3x)] (Hint: this is [cos(3x)]²)
⑤ Spicy Challenge! 🌶️
The radius of a circle is increasing at a rate of 2 cm/sec (dr/dt = 2). How fast is the area (A = πr²) increasing when the radius is 10 cm?
Solution:
We want dA/dt. We know A = πr².
Differentiate A with respect to time t, using chain rule because r depends on t:
dA/dt = d/dt[πr²] = π * (2r) * (dr/dt)
dA/dt = 2πr * dr/dt
Now plug in the known values: r = 10 cm, dr/dt = 2 cm/sec
dA/dt = 2π(10) * (2)
dA/dt = 40π
dA/dt ≈ 125.66 cm²/sec
The area is increasing at 40π (≈ 125.66) cm²/sec! 💧
🎯 Fundamental Theorem of Calculus: The Grand Connection!
① Why This Matters IRL
This is the bridge between differentiation (rates) and integration (accumulation)! It allows calculating total change from a rate function (like total distance from velocity) or finding the exact area under a curve. Used everywhere from physics (work, displacement) to economics (total profit/cost). 🚗
② Concept Breakdown
Part 1: Connects differentiation and integration as inverse processes. Part 2 (Evaluation Part): Gives a practical way to calculate a definite integral (area/accumulation). If F(x) is an antiderivative of f(x), then the integral of f(x) from a to b is simply F(b) - F(a). 🎢
Formula (Part 2): ∫ₐᵇ f(x)dx = F(b) - F(a)
where F'(x) = f(x)
③ Step-by-Step Example
Problem: Evaluate the definite integral ∫₁³ 2x dx
Using reverse power rule: F(x) = x² (we can ignore +C for definite integrals)
(Check: F'(x) = 2x ✓)
Step 2: Apply FTC Part 2: F(b) - F(a)
Here a = 1, b = 3
∫₁³ 2x dx = F(3) - F(1)
= (3)² - (1)²
Step 3: Calculate
= 9 - 1 = 8
④ Practice Problems
Easy 🍃
Find ∫₀² 3x² dx
Medium 💪
Find ∫₀^(π/2) cos x dx
Hard 🔥
Find ∫₁ᵉ (1/x) dx (where e ≈ 2.718)
⑤ Spicy Challenge! 🌶️
A car's velocity is v(t) = 3t² - 12t + 9 m/s. Find the car's net displacement (change in position) between t = 1 and t = 4 seconds.
Solution:
Net Displacement = ∫<0xE2><0x82><0x91>ⁿ v(t) dt = ∫₁⁴ (3t² - 12t + 9) dt
Step 1: Find antiderivative F(t) of v(t):
F(t) = t³ - 6t² + 9t
Step 2: Apply FTC: F(4) - F(1)
F(4) = (4)³ - 6(4)² + 9(4) = 64 - 96 + 36 = 4
F(1) = (1)³ - 6(1)² + 9(1) = 1 - 6 + 9 = 4
Step 3: Calculate Displacement:
F(4) - F(1) = 4 - 4 = 0
The car's net displacement is 0 meters (it returned to its starting position at t=1)! 🚗
*(Note: This is different from total distance traveled)*
📊 Power Integration: The Accumulation Machine!
① Why This Matters IRL
This is the reverse of the power rule for differentiation. It helps find the original function when you know its rate of change (if it's a polynomial). Used to find total quantity from a rate, area under curves, and is a building block for more complex integration. 📈
② Concept Breakdown
Integration finds the antiderivative. For power functions xⁿ, you do the opposite of differentiation: increase the power by 1, then divide by the new power. Don't forget the "+ C" (constant of integration) for indefinite integrals, representing the family of functions with the same derivative! 🔙
Formula: ∫axⁿ dx = [a * xⁿ⁺¹ / (n+1)] + C
(for n ≠ -1)
③ Step-by-Step Example
Problem: Find the indefinite integral ∫(3x² + 4x - 5) dx
∫3x² dx = 3 * x²⁺¹ / (2+1) = 3x³/3 = x³
∫4x¹ dx = 4 * x¹⁺¹ / (1+1) = 4x²/2 = 2x²
∫-5 dx = ∫-5x⁰ dx = -5 * x⁰⁺¹ / (0+1) = -5x¹ = -5x
Step 2: Combine terms and add constant C
∫(3x² + 4x - 5) dx = x³ + 2x² - 5x + C
④ Practice Problems
Easy 🍃
Find ∫x⁴ dx
Medium 💪
Find ∫(2x³ - 6x) dx
Hard 🔥
Find ∫x⁻³ dx (for x ≠ 0)
⑤ Spicy Challenge! 🌶️
The marginal cost for producing x items is MC(x) = 0.3x² - 0.8x + 5 dollars per item. Find the total cost function C(x) if the fixed costs (cost when x=0) are $2000.
Solution:
Total Cost C(x) = ∫ MC(x) dx
C(x) = ∫ (0.3x² - 0.8x + 5) dx
Integrate term by term:
C(x) = [0.3 * x³/3] - [0.8 * x²/2] + [5x] + K (where K is integration constant)
C(x) = 0.1x³ - 0.4x² + 5x + K
We know fixed cost C(0) = 2000. Plug in x=0:
C(0) = 0.1(0)³ - 0.4(0)² + 5(0) + K = 2000
So, K = 2000
Total Cost Function:
C(x) = 0.1x³ - 0.4x² + 5x + 2000 💲
📊 Mean (Average): Find Your Middle Ground!
① Why This Matters IRL
Want to know your average gaming score? Figuring out your GPA? Calculating your daily screen time? The mean gives a central or typical value for a set of numbers - it's the most common measure of central tendency! 🎮
② Concept Breakdown
Mean is simply the sum of all values divided by the number of values. It's like leveling out a stack of books - you add up all the heights and divide by the number of books to find the average height. 📱
Formula: μ = Σx / n
(for population mean) or x̄ = Σx / n
(for sample mean). Σx is the sum of all values, n is the count.
③ Step-by-Step Example
Problem: Find the mean of test scores: 85, 92, 78, 88, 95
85 + 92 + 78 + 88 + 95 = 438
Step 2: Count the values (n)
n = 5 scores
Step 3: Divide sum by count (Σx / n)
Mean = 438 / 5 = 87.6
④ Practice Problems
Easy 🍃
Find mean of: 10, 20, 30
Medium 💪
Find mean of: 45, 52, 38, 61, 49
Hard 🔥
Find mean of: 7.5, 8.2, 6.9, 9.1, 7.8, 8.6
⑤ Spicy Challenge! 🌶️
Your YouTube video got these daily views for 5 days: Mon: 120, Tue: 250, Wed: 180, Thu: 320, Fri: 580. What's the average daily views for these 5 days? If Saturday's views were 870, what is the new average for the 6 days?
Solution:
Step 1: Sum of first 5 days: 120 + 250 + 180 + 320 + 580 = 1450 views
Step 2: Average for 5 days: 1450 / 5 = 290 views/day
Step 3: Sum for 6 days: 1450 (first 5) + 870 (Sat) = 2320 views
Step 4: Average for 6 days: 2320 / 6 ≈ 386.67 views/day
5-day Average: 290 views/day
6-day Average: ≈ 386.67 views/day 📈
📈 Variance: The Spread Measure!
① Why This Matters IRL
Measures how spread out the data points are from the mean. High variance means data is widely scattered; low variance means it's clustered closely. Crucial in finance (risk), quality control (consistency), science (reliability of measurements). 🌐
② Concept Breakdown
Variance is the average of the squared differences between each data point and the mean. Squaring ensures differences don't cancel out and gives more weight to points far from the mean. Units are the square of the original data units (e.g., dollars squared). 🎯
Formula: Population Variance σ² = Σ(xᵢ - μ)² / N
Sample Variance s² = Σ(xᵢ - x̄)² / (n-1)
(Using n-1 corrects bias in sample)
③ Step-by-Step Example
Problem: Find the sample variance of: 2, 4, 4, 4, 5
x̄ = (2+4+4+4+5) / 5 = 19 / 5 = 3.8
Step 2: Find squared differences from mean (xᵢ - x̄)²
(2-3.8)² = (-1.8)² = 3.24
(4-3.8)² = (0.2)² = 0.04
(4-3.8)² = (0.2)² = 0.04
(4-3.8)² = (0.2)² = 0.04
(5-3.8)² = (1.2)² = 1.44
Step 3: Sum the squared differences (Σ)
Sum = 3.24 + 0.04 + 0.04 + 0.04 + 1.44 = 4.8
Step 4: Divide by (n-1) for sample variance
n = 5, so n-1 = 4
s² = 4.8 / 4 = 1.2
④ Practice Problems (Calculate Sample Variance s²)
Easy 🍃
Find s² of: 1, 3, 5
Medium 💪
Find s² of: 10, 12, 11, 13
Hard 🔥
Find s² of: 2.4, 2.8, 3.1, 3.0, 2.9
⑤ Spicy Challenge! 🌶️
Daily high temperatures (°C) for a week (sample): 15, 17, 16, 19, 20, 18, 14. Calculate the sample variance. What does a low vs high variance imply here?
Solution:
Step 1: Mean x̄ = (15+17+16+19+20+18+14) / 7 = 119 / 7 = 17°C
Step 2: Squared differences (xᵢ - x̄)²:
(15-17)²=4, (17-17)²=0, (16-17)²=1, (19-17)²=4, (20-17)²=9, (18-17)²=1, (14-17)²=9
Step 3: Sum of squares = 4+0+1+4+9+1+9 = 28
Step 4: Sample Variance s² = Sum / (n-1) = 28 / (7-1) = 28 / 6 ≈ 4.67 (°C)²
Sample Variance ≈ 4.67 (°C)².
Interpretation: A low variance would mean temperatures were very consistent day-to-day. A high variance means temperatures fluctuated significantly. This value suggests moderate variability. 🌡️
📏 Standard Deviation: The Spread Detective!
① Why This Matters IRL
Standard deviation is the most common measure of data spread. It tells you the typical distance of data points from the mean. Used in error bars on graphs, comparing consistency (e.g., two shooters' scores), understanding normal distributions (68-95-99.7 rule). 📊
② Concept Breakdown
It's simply the square root of the variance! This returns the measure of spread back into the original units of the data (e.g., dollars instead of dollars squared), making it easier to interpret. 🎯
Formula: Population SD σ = √[Σ(xᵢ - μ)² / N]
Sample SD s = √[Σ(xᵢ - x̄)² / (n-1)]
(Just take the square root of the variance)
③ Step-by-Step Example
Problem: Find the sample standard deviation of: 2, 4, 4, 4, 5
We found s² = 1.2
Step 2: Take the square root of the variance
s = √s² = √1.2
Step 3: Calculate
s ≈ 1.095
④ Practice Problems (Calculate Sample Standard Deviation s)
Easy 🍃
Find s of: 1, 3, 5 (s²=4)
Medium 💪
Find s of: 10, 12, 11, 13 (s²≈1.67)
Hard 🔥
Find s of: 78, 82, 85, 79, 81, 83 (s²≈5.9)
⑤ Spicy Challenge! 🌶️
Test scores (sample): 70, 75, 80, 85, 90. Mean=80, s ≈ 7.91. According to the Empirical Rule (for ~normal data), about 68% of scores should be within 1 SD of the mean. What is this range? Does it fit our data?
Solution:
Step 1: Calculate range: Mean ± 1 * SD
Range = 80 ± 7.91
Lower bound = 80 - 7.91 = 72.09
Upper bound = 80 + 7.91 = 87.91
Range ≈ [72.09, 87.91]
Step 2: Check data points within range:
75, 80, 85 are within the range.
Step 3: Compare percentage: 3 out of 5 scores = 60%
The range is [72.09, 87.91]. 60% of our data falls in this range, which is close to the expected 68% for a normal distribution. 📝
🎲 Binomial Probability: The Yes/No Master!
① Why This Matters IRL
Used for situations with a fixed number of independent trials, each having only two possible outcomes (Success/Failure) with constant probability. Examples: predicting # of heads in coin flips, # of defective items in a batch, # of successful sales calls. 🎮
② Concept Breakdown
Calculates the probability of getting exactly 'k' successes in 'n' trials. Needs: n (number of trials), k (number of successes), p (probability of success on one trial). Uses combinations (nCk) to count ways successes can occur. 🪙
Formula: P(X=k) = nCk * pᵏ * (1-p)ⁿ⁻ᵏ
where nCk = n! / [k!(n-k)!]
③ Step-by-Step Example
Problem: Flip a fair coin 5 times (n=5). Find probability of getting exactly 3 heads (k=3, p=0.5).
n = 5, k = 3, p = 0.5, (1-p) = 0.5
Step 2: Calculate combinations nCk
5C3 = 5! / [3!(5-3)!] = 5! / (3!2!) = (5*4)/(2*1) = 10
Step 3: Apply formula: nCk * pᵏ * (1-p)ⁿ⁻ᵏ
P(X=3) = 10 * (0.5)³ * (0.5)⁵⁻³
P(X=3) = 10 * (0.125) * (0.5)²
P(X=3) = 10 * 0.125 * 0.25 = 0.3125
④ Practice Problems
Easy 🍃
3 coin flips (n=3, p=0.5), P(exactly 2 heads, k=2)?
Medium 💪
Take 5 shots (n=5), 70% accuracy (p=0.7), P(exactly 4 hits, k=4)?
Hard 🔥
10 MC questions (n=10), 4 choices (p=0.25), P(exactly 8 correct, k=8)?
⑤ Spicy Challenge! 🌶️
A mobile game has a 15% chance (p=0.15) for a rare drop from a loot box. If you open 8 boxes (n=8), what's the probability of getting at least one rare item (k ≥ 1)?
Solution:
It's easier to calculate the complement: P(at least 1) = 1 - P(exactly 0).
Calculate P(k=0):
n=8, k=0, p=0.15, (1-p)=0.85
P(X=0) = 8C0 * (0.15)⁰ * (0.85)⁸⁻⁰
P(X=0) = 1 * 1 * (0.85)⁸
P(X=0) ≈ 0.2725
Now find P(at least 1):
P(k ≥ 1) = 1 - P(X=0) = 1 - 0.2725 = 0.7275
≈ 72.75% chance of at least one rare drop! 🎁