Probability
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Expert Answer & Key Takeaways
Mastering Probability is essential for high-fidelity technical architecture and senior engineering roles in 2026.
1. Basic Definition
Probability is the measure of the likelihood of an event occurring.
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Where is the Sample Space.
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Where is the Sample Space.
Example:
Q: Find the probability of getting a Head when tossing a coin.
Solution: Total Outcomes () = {H, T} .
Favourable () = {H} .
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Favourable () = {H} .
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2. Limits of Probability
The probability of an event lies between 0 and 1 (inclusive).
- : Impossible Event (e.g., Rolling a 7 on a standard die).
- : Certain Event (e.g., Sun rising in the East).
- (Complementary Events).
3. Coins Concepts
- 1 Coin: {H, T} .
- 2 Coins: {HH, HT, TH, TT} .
- 3 Coins: {HHH, HHT, HTH, THH, HTT, THT, TTH, TTT} .
Trick: For 'At least 1 Head', use .
Example:
Q: 3 coins are tossed. Prob of getting at least 1 Head?
Solution: Total = 8. No Head (TTT) = 1 case.
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4. Dice Concepts
- 1 Die: {1, 2, 3, 4, 5, 6} .
- 2 Dice: (1,1) to (6,6) .
Sum on 2 Dice (Shortcut):
Min Sum 2 (1 way), Max Sum 12 (1 way).
Sum 7 has max ways (6 ways).
Pattern: 1, 2, 3, 4, 5, 6, 5, 4, 3, 2, 1 (for sums 2 to 12).
5. Playing Cards
Total Cards = 52.
- Suits (13 each): Spades (♠), Clubs (♣) [Black]; Hearts (♥), Diamonds (♦) [Red].
- Face Cards: King, Queen, Jack (3 per suit 4 = 12 total).
- Honours: A, K, Q, J.
6. Balls & Marbles (AND/OR Rules)
- AND Rule (Multiplication): Event A AND Event B occur . (Independent events).
- OR Rule (Addition): Event A OR Event B occur (Mutually Exclusive).
Selection: Use Combinations ().
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