AIF-C01 · Question #20
AIF-C01 Question #20: Real Exam Question with Answer & Explanation
The correct answer is C: Use code that will calculate probability by using simple rules and computations.. The problem involves a simple probability calculation that can be handled efficiently by straightforward mathematical rules and computations. Using machine learning techniques would introduce unnecessary complexity and operational overhead.
Question
A company wants to develop an educational game where users answer questions such as the following: "A jar contains six red, four green, and three yellow marbles. What is the probability of choosing a green marble from the jar?" Which solution meets these requirements with the LEAST operational overhead?
Options
- AUse supervised learning to create a regression model that will predict probability.
- BUse reinforcement learning to train a model to return the probability.
- CUse code that will calculate probability by using simple rules and computations.
- DUse unsupervised learning to create a model that will estimate probability density.
Explanation
The problem involves a simple probability calculation that can be handled efficiently by straightforward mathematical rules and computations. Using machine learning techniques would introduce unnecessary complexity and operational overhead.
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