This mathematics problem involves applying core mathematical principles and formulas. Below you will find a complete step-by-step solution with detailed explanations for each step, helping you understand not just the answer but the method behind it.

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Morning Rashow — let's get this done.
Let be the total number of candidates. Let be the event that a candidate failed in Physics. Let be the event that a candidate failed in Chemistry.
Given information: Total candidates, . Number of candidates who failed in Physics only, . Number of candidates who failed in Chemistry only, . Number of candidates who failed in both Physics and Chemistry, .
Step 1: Calculate the total number of candidates who failed in Physics and Chemistry. Number of candidates who failed in Physics, . Number of candidates who failed in Chemistry, .
i) Find the probability that he failed in Chemistry if it is known that he failed in Physics. This is a conditional probability, . Substitute the values: Simplify the fraction: The probability is .
ii) Find the probability that he failed in Physics if it is known that he failed in Chemistry. This is a conditional probability, . Substitute the values: Simplify the fraction: The probability is .
iii) Find the probability that he failed either in Physics or in Chemistry but not in both. This means the candidate failed in Physics only OR Chemistry only. Number of candidates who failed in Physics only = 25. Number of candidates who failed in Chemistry only = 20. Number of candidates who failed either in Physics or in Chemistry but not in both = . The probability is the number of such candidates divided by the total number of candidates: Substitute the values: Simplify the fraction: The probability is .
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Morning Rashow — let's get this done. Let N be the total number of candidates.
This mathematics problem involves applying core mathematical principles and formulas. Below you will find a complete step-by-step solution with detailed explanations for each step, helping you understand not just the answer but the method behind it.