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Train a Decision Tree based on provided dataset.
Preprocess the dataset by handling missing values and encoding categorical variables.
Split the dataset into training and testing sets.
Train the Decision Tree model on the training set.
Evaluate the model's performance on the testing set using metrics like accuracy or F1 score.
Feature selection can be done using techniques like filter methods, wrapper methods, and embedded methods.
Filter methods involve selecting features based on statistical measures like correlation, chi-squared test, etc.
Wrapper methods use a specific machine learning algorithm to evaluate the importance of features through iterative selection.
Embedded methods incorporate feature selection within the model training proces...
I applied via Company Website and was interviewed in Oct 2024. There were 3 interview rounds.
Coding test on hackerrank
Questions I got were:
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During a group project in college, our team faced unexpected technical issues that delayed our progress.
Our team was working on a group project in college when we encountered unexpected technical issues.
The issues caused delays in our progress and required us to come up with alternative solutions.
Despite the setbacks, we were able to troubleshoot the problems and successfully complete the project on time.
I applied via LinkedIn and was interviewed in Nov 2024. There were 3 interview rounds.
Challenges on Leetcode that are classified as hard and can be coded using an IDE along with test cases.
Low level design of parking lot
Atlassian interview questions for popular designations
DSA round leetcode style question
Rate limiter design using token bucket algorithm
Use token bucket algorithm to limit the rate of requests
Maintain a bucket with tokens that get refilled at a constant rate
Each request consumes a token from the bucket, rejecting requests when no tokens are available
I appeared for an interview in Oct 2024.
Implement a method to return total usage
Create a method that calculates the total usage by summing up individual usage values
Ensure the method can handle different types of usage data (e.g. integers, floats)
Consider implementing error handling for invalid input data
Test the method with sample data to verify its accuracy
List all containers with max usage of the special tag 'container'.
Identify all containers with the special tag 'container'.
Calculate the usage of each container.
Find the container(s) with the maximum usage.
Karat Interview for next filtering the candidate
Design a classic Snake game based on Nokia phones.
Use a 2D array to represent the game board.
Implement logic for snake movement and growth.
Include collision detection with walls and itself.
Add food items for the snake to eat and grow.
Display the game on a grid-based interface.
Dsa+cp type 3 questions
Dynamic Programming is a common type of problem in Data Structures and Algorithms.
DP is a method for solving complex problems by breaking them down into simpler subproblems
It involves storing the results of subproblems to avoid redundant calculations
Examples of DP problems include Fibonacci sequence, Longest Common Subsequence, and Knapsack problem
Design Snake game LLD
I applied via Campus Placement
3 medium dsa questions on Hackerrank
I applied via Recruitment Consulltant and was interviewed in Oct 2024. There was 1 interview round.
Design a rate limiter api
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