Slide 1: Probability
- Introduction to Probability
- Definition of Probability
- Concepts of Random Experiments and Events
- Sample Space and Event Space
- Basic Terminologies in Probability
Slide 2: Sample Space
- Definition of Sample Space
- Examples of Sample Space
- Coin Toss: {H, T}
- Rolling a Die: {1, 2, 3, 4, 5, 6}
- Finite and Infinite Sample Spaces
- Discrete and Continuous Sample Spaces
- Empty Sample Space
Slide 3: Events
- Definition of Events
- Examples of Events
- Coin Toss: Head (H)
- Rolling a Die: Odd Number
- Simple and Compound Events
- Complementary Events
- Mutually Exclusive and Non-Mutually Exclusive Events
Slide 4: Probability of an Event
- Definition of Probability of an Event
- Calculating Probability: P(E) = Number of favorable outcomes / Total number of outcomes
- Probability as a Fraction, Decimal, and Percentage
- Probability as a Measure of Uncertainty
- Probability of Impossible and Certain Events
Slide 5: Laws of Probability
- Addition Law of Probability
- P(A or B) = P(A) + P(B) - P(A and B)
- Mutually Exclusive Events
- Non-Mutually Exclusive Events
- Multiplication Law of Probability
- P(A and B) = P(A) * P(B|A)
- Independent Events
- Dependent Events
Slide 6: Conditional Probability
- Definition of Conditional Probability
- Calculating Conditional Probability: P(A|B) = P(A and B) / P(B)
- Interpreting Conditional Probability
- Multiplication Rule for Independent Events
- Bayes’ Theorem
Slide 7: Permutations
- Introduction to Permutations
- Factorial Notation (n!)
- Permutations of n Objects Taken r at a Time: P(n, r)
- Permutations of Distinct Objects
- Permutations with Repetition
Slide 8: Permutations - Examples
- Example: Arranging Letters in a Word
- Example: Permutations with Repetition
- Example: Permutations of a Subset
Slide 9: Combinations
- Introduction to Combinations
- Combinations of n Objects Taken r at a Time: C(n, r)
- Combinations of Distinct Objects
- Combinations with Repetition
- Properties of Combinations
Slide 10: Combinations - Examples
- Example: Selecting a Committee
- Example: Combinations with Repetition
- Example: Combinations using Pascal’s Triangle
Slide 11: Probability - Problem 1
- There are 3 red balls and 2 blue balls in a bag. What is the probability of randomly selecting a red ball?
- Sample Space: {R1, R2, R3, B1, B2}
- Number of favorable outcomes: 3 (R1, R2, R3)
- Total number of outcomes: 5 (R1, R2, R3, B1, B2)
- Probability of selecting a red ball: P(R) = 3/5
Slide 12: Probability - Problem 2
- A fair die is rolled. What is the probability of getting an odd number or a multiple of 3?
- Sample Space: {1, 2, 3, 4, 5, 6}
- Number of favorable outcomes for odd number: 3 (1, 3, 5)
- Number of favorable outcomes for multiple of 3: 2 (3, 6)
- Number of favorable outcomes for odd number or multiple of 3: 4 (1, 3, 5, 6)
- Total number of outcomes: 6
- Probability of getting an odd number or a multiple of 3: P(Odd or Multiple of 3) = 4/6 = 2/3
Slide 13: Probability - Problem 3
- A bag contains 4 red balls and 5 blue balls. Two balls are drawn at random without replacement. Find the probability that both balls are red.
- Sample Space: {R1, R2, R3, R4, B1, B2, B3, B4, B5}
- Number of favorable outcomes: 4C2 = 6 (R1R2, R1R3, R1R4, R2R3, R2R4, R3R4)
- Total number of outcomes: 9C2 = 36
- Probability of both balls being red: P(2 Red Balls) = 6/36 = 1/6
Slide 14: Probability - Problem 4
- Bag A contains 3 red balls and 2 blue balls, while Bag B contains 2 red balls and 4 blue balls. A fair coin is flipped. If it lands heads, a ball is drawn from Bag A; if it lands tails, a ball is drawn from Bag B. What is the probability of drawing a red ball?
- Sample Space: {A, B}
- Number of favorable outcomes for red ball: 3/5 (Bag A) + 2/6 (Bag B)
- Probability of drawing a red ball: P(Red) = 1/2 * (3/5) + 1/2 * (2/6) = 13/30
Slide 15: Probability - Problem 5
- A bag contains 5 white balls and 7 black balls. Two balls are drawn at random with replacement. Find the probability that both balls are white.
- Sample Space: {W1, W2, W3, W4, W5, B1, B2, B3, B4, B5, B6, B7}
- Number of favorable outcomes: 5C2 = 10 (W1W2, W1W3, W1W4, W1W5, W2W3, W2W4, W2W5, W3W4, W3W5, W4W5)
- Total number of outcomes: 12C2 = 66
- Probability of both balls being white: P(2 White Balls) = 10/66 = 5/33
Slide 16: Probability - Problem 6
- Advance ball problem Question
- Example Question: There are 20 different balls numbered 1 to 20. A child randomly selects 3 balls without replacement. What is the probability of selecting a ball with a prime number?
- Number of favorable outcomes: 8 (2, 3, 5, 7, 11, 13, 17, 19)
- Total number of outcomes: 20C3
- Probability of selecting a ball with a prime number: P(Prime number) = 8/(20C3)
Slide 17: Trigonometry
- Introduction to Trigonometry
- Basics of Trigonometry
- Right-Angled Triangle and Trigonometric Ratios
- Sine, Cosine, and Tangent Ratios
- Reciprocal and Pythagorean Identities
Slide 18: Trigonometric Ratios
- Definition of Trigonometric Ratios
- Sine (sin), Cosine (cos), and Tangent (tan)
- Cosecant (cosec), Secant (sec), and Cotangent (cot)
- Evaluating Trigonometric Ratios using Calculator
- Unit Circle and Trigonometric Ratios
Slide 19: Trigonometric Identities
- Pythagorean Identities
- sin^2(x) + cos^2(x) = 1
- 1 + tan^2(x) = sec^2(x)
- 1 + cot^2(x) = cosec^2(x)
- Reciprocal Identities
- Quotient and Co-Quotient Identities
- Co-Function Identities
Slide 20: Trigonometric Functions
- Definition of Trigonometric Functions
- Domain and Range of Trigonometric Functions
- Graphs of Trigonometric Functions
- Periodicity of Trigonometric Functions
- Applications of Trigonometry
Slide 21: Probability - Problem 6
- Example Question: There are 20 different balls numbered 1 to 20. A child randomly selects 3 balls without replacement. What is the probability of selecting a ball with a prime number?
- Number of favorable outcomes: 8 (2, 3, 5, 7, 11, 13, 17, 19)
- Total number of outcomes: 20C3
- Probability of selecting a ball with a prime number: P(Prime number) = 8/(20C3)
Slide 22: Probability - Problem 7
- A deck of 52 playing cards is shuffled. What is the probability of drawing a heart or a club?
- Number of favorable outcomes for heart cards: 13
- Number of favorable outcomes for club cards: 13
- Number of favorable outcomes for heart or club cards: 26
- Total number of outcomes: 52
- Probability of drawing a heart or a club: P(Heart or Club) = 26/52 = 1/2
Slide 23: Probability - Problem 8
- A bag contains 6 red balls, 4 blue balls, and 5 green balls. Two balls are drawn at random without replacement. Find the probability that both balls are blue.
- Sample Space: {R1, R2, R3, R4, R5, R6, B1, B2, B3, B4, G1, G2, G3, G4, G5}
- Number of favorable outcomes: 4C2 = 6 (B1B2, B1B3, B1B4, B2B3, B2B4, B3B4)
- Total number of outcomes: 15C2 = 105
- Probability of both balls being blue: P(2 Blue Balls) = 6/105 = 2/35
Slide 24: Probability - Problem 9
- A box contains 8 red balls and 4 green balls. Three balls are drawn at random with replacement. Find the probability that all balls are green.
- Sample Space: {R1, R2, R3, R4, R5, R6, R7, R8, G1, G2, G3, G4}
- Number of favorable outcomes: 4C3 = 4 (G1G2G3, G1G2G4, G1G3G4, G2G3G4)
- Total number of outcomes: 12^3 = 1728
- Probability of all balls being green: P(3 Green Balls) = 4/1728 = 1/432
Slide 25: Trigonometry - Problem 1
- Find the value of sin(45 degrees) by evaluating the trigonometric ratio.
- Sine ratio: sin(45 degrees) = Opposite/Hypotenuse
- In a 45-45-90 right-angled triangle, the opposite side and the hypotenuse are equal.
- Let the length of both sides be ‘a’, then a/a = 1.
- Therefore, sin(45 degrees) = 1
Slide 26: Trigonometry - Problem 2
- Find the value of cos(60 degrees) by evaluating the trigonometric ratio.
- Cosine ratio: cos(60 degrees) = Adjacent/Hypotenuse
- In a 30-60-90 right-angled triangle, the adjacent side is half the length of the hypotenuse.
- Let the length of the hypotenuse be ‘a’, then the length of the adjacent side is a/2.
- Therefore, cos(60 degrees) = a/2 = 1/2
Slide 27: Trigonometry - Problem 3
- Find the value of tan(30 degrees) by evaluating the trigonometric ratio.
- Tangent ratio: tan(30 degrees) = Opposite/Adjacent
- In a 30-60-90 right-angled triangle, the opposite side is half the length of the adjacent side.
- Let the length of the adjacent side be ‘a’, then the length of the opposite side is a/2.
- Therefore, tan(30 degrees) = (a/2) / a = 1/2
Slide 28: Trigonometry - Problem 4
- Find the value of sec(45 degrees) by evaluating the trigonometric ratio.
- Secant ratio: sec(45 degrees) = 1/cos(45 degrees)
- We already found that cos(45 degrees) = 1/√2
- Therefore, sec(45 degrees) = 1 / (1/√2) = √2
Slide 29: Trigonometry - Problem 5
- Find the value of cot(60 degrees) by evaluating the trigonometric ratio.
- Cotangent ratio: cot(60 degrees) = 1/tan(60 degrees)
- We already found that tan(60 degrees) = √3
- Therefore, cot(60 degrees) = 1 / (√3) = 1/√3
Slide 30: Trigonometry - Problem 6
- Advance trigonometry problem
- Example Question: A ladder is leaning against a wall. The ladder is 10 meters long and forms an angle of 60 degrees with the ground. How far is the base of the ladder from the wall?
- The base of the ladder, the height of the wall, and the ladder form a right-angled triangle.
- We can use the trigonometric ratio cosine to find the distance.
- Cosine ratio: cos(60 degrees) = Adjacent/Hypotenuse
- Let the distance between the base of the ladder and the wall be ‘x’.
- Therefore, x/10 = cos(60 degrees)
- Solving for x, x = 10 * cos(60 degrees) = 5 meters
- The base of the ladder is 5 meters away from the wall.