02. Identify the momentum
PRDTM2-787 AI Trading C4 L1 Vid2 Identify The Momentum
Understanding Probability Distributions
Exploring the probabilities involved in tossing a coin during a game can be insightful. Here's what is covered:
Coin Toss Game:
- A simple game played by tossing a coin.
- Winning occurs when the coin lands heads up.
- Losing occurs when tails show.
Expected Outcomes:
- When played for 10 rounds, 5 wins are typically expected.
- This expectation holds if the coin is fair with equal chances for heads and tails.
Statistical Concepts:
- Distribution details possible outcomes, ranging from 0 to 10 wins in this context.
- Specifically, the scenario follows a binomial distribution.
Further Exploration:
- Introduces the concept of normal distribution, an important topic to explore next.
This analysis uses probability to predict outcomes, applying concepts that have widespread relevance in understanding games and events governed by chance.