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# Artificial Intelligence Probabilistic Reasoning in AI Aptitude Questions and Answers (MCQ)

**Aptitude Questions and Answers (MCQ) | Probabilistic Reasoning in AI**: This section contains aptitude questions and answers on Probabilistic Reasoning in AI.

Submitted by Monika Sharma, on April 15, 2020

- The number occurred on rolling a die.
- What will the temperature tomorrow?
- What card will get on picking a card from a fair deck of 52 cards?
- What output will we get on tossing a coin?

**Options:**

"The sum of all these probabilities for an experiment is always 1 because all these events/alternatives can happen only within this experiment."

TOP Interview Coding Problems/Challenges

- Run-length encoding (find/print frequency of letters in a string)
- Sort an array of 0's, 1's and 2's in linear time complexity
- Checking Anagrams (check whether two string is anagrams or not)
- Relative sorting algorithm
- Finding subarray with given sum
- Find the level in a binary tree with given sum K
- Check whether a Binary Tree is BST (Binary Search Tree) or not
- 1[0]1 Pattern Count
- Capitalize first and last letter of each word in a line
- Print vertical sum of a binary tree
- Print Boundary Sum of a Binary Tree
- Reverse a single linked list
- Greedy Strategy to solve major algorithm problems
- Job sequencing problem
- Root to leaf Path Sum
- Exit Point in a Matrix
- Find length of loop in a linked list
- Toppers of Class
- Print All Nodes that don't have Sibling
- Transform to Sum Tree
- Shortest Source to Destination Path

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