Microsoft Corporation Interview Questions, Process, and Tips

Q1. Ml fundamentals
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Q1. Ml system design
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Designing a machine learning system involves selecting appropriate algorithms, data preprocessing, model evaluation, and deployment strategies.
• Understand the problem and define objectives

• Select appropriate algorithms based on the problem (e.g. regression, classification, clustering)

• Preprocess data (e.g. cleaning, normalization, feature engineering)

• Split data into training and testing sets for model evaluation

• Tune hyper...read more
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Q1. Coding round sting based problem
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Q1. Sql and multiple small coding questions
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Q1. Problem solving
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Q1. Technical and business development questions
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Q1. Details review of the work at the current company
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Easy questions from leetcode

Q1. Easy DFS graph question
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Q1. System Design Question
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Usually medium LC questions

Q1. Design Snakes and Ladder
Ans. 
Design a snakes and ladder game with a board, dice, and player pieces.
• Create a game board with squares numbered from 1 to 100.

• Place snakes and ladders on specific squares to move players up or down.

• Players roll a dice to move their pieces on the board.

• The first player to reach square 100 wins the game.
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Easy questions were asked related to OOPS, Mysql, and DBMS.

Q1. Minimum path sum problem
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Minimum path sum problem involves finding the path with the smallest sum in a grid of numbers.
• Start from the top left corner and move only right or down.

• Use dynamic programming to store the minimum sum at each cell.

• The final cell will contain the minimum path sum.
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Questions asked was Hashmap custom implementation