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I was interviewed in Sep 2024.
The decision between wider or deeper neural networks depends on the complexity of the data and the trade-off between computational resources and performance.
Consider the complexity of the data: Deeper networks are better for more complex data, while wider networks are better for simpler data.
Evaluate computational resources: Deeper networks require more computational resources and training time compared to wider networ...
Data imbalance can be addressed by resampling techniques like oversampling, undersampling, or using algorithms like SMOTE.
Use oversampling to increase the number of minority class samples.
Use undersampling to decrease the number of majority class samples.
Utilize techniques like SMOTE (Synthetic Minority Over-sampling Technique) to generate synthetic samples for the minority class.
Consider using ensemble methods like Ra...
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posted on 9 Nov 2024
I applied via LinkedIn and was interviewed in May 2024. There were 3 interview rounds.
Event loop is a mechanism in programming that allows for asynchronous execution of code by continuously checking for and handling events.
Event loop is commonly used in JavaScript to handle asynchronous operations like setTimeout, setInterval, and AJAX requests.
It works by continuously checking the event queue for any pending events, executing them one by one, and then moving on to the next event.
Event loop helps in pre...
The order of output is fs, process, setTimeout, setInterval, promise.
fs module is synchronous and will output first
process is next in line
setTimeout will be executed after process
setInterval will be executed after setTimeout
promise will be executed last
JavaScript is an interpreted language.
JavaScript is an interpreted language, meaning it is executed line by line at runtime.
There is no separate compilation step in JavaScript like in languages that use compilers.
Examples of interpreted languages include Python, Ruby, and PHP.
Output comparison of for loops using var, let, and bind in JavaScript.
Using var: variable is function-scoped, may lead to unexpected behavior in loops.
Using let: variable is block-scoped, recommended for loop iterations.
Using bind: creates a new function with a specified 'this' value and initial arguments.
I work on coding, debugging, testing, and collaborating with team members. Tech stack decisions are based on project requirements, scalability, performance, and team expertise.
Daily tasks include coding, debugging, testing, and collaborating with team members
Tech stack decisions are based on project requirements, scalability, performance, and team expertise
Consider factors like language compatibility, libraries/framewo...
Design a scalable, real-time document sharing app like Google Docs.
Use websockets for real-time collaboration
Implement version control to track changes
Utilize a distributed database for scalability
Include user authentication and access control
Support offline editing with automatic sync
Utilize cloud storage for scalability, implement image compression techniques, and regularly update image processing libraries.
Utilize cloud storage for scalability
Implement image compression techniques
Regularly update image processing libraries
2 problem one was moderate and ine was easier
It was to create small project with 2 screens and api call , asked to follow a good architectural pattern and unit test cases
Questions were crayon box ,the bot and the game and happy neighbourhood for 90 mins
I applied via campus placement at Maulana Azad National Institute of Technology (NIT), Bhopal and was interviewed in Jul 2024. There were 2 interview rounds.
3 questions easy-medium level leetcode problem I solved 2 completely and 3rd question partially (9/15 test cases passed) to move on to 2nd round
Design a Booking Management System for handling reservations and scheduling.
Create a user-friendly interface for customers to make bookings
Implement a database to store booking information
Include features for managing availability, cancellations, and payments
I applied via Company Website and was interviewed in Nov 2024. There was 1 interview round.
1. PEAK ELEMENT QUESTION.
2. COIN DENOMINATION
I applied via Approached by Company and was interviewed in Sep 2024. There was 1 interview round.
Create a pagination component using an API to display data for different pages.
Use API to fetch data for each page
Implement pagination logic to display data for each page
Allow users to navigate between pages
Event loop is a mechanism in programming that allows for asynchronous execution of code by continuously checking for and handling events.
Event loop is commonly used in JavaScript to handle asynchronous operations.
It allows for non-blocking I/O operations by delegating tasks to the operating system.
Event loop continuously checks the event queue for any pending events and executes them in a sequential manner.
Example: In ...
I applied via Referral and was interviewed in Apr 2024. There was 1 interview round.
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