Vehant Technologies

1st round OA asked ml ds dl cv basic questions also reasoning like median filter ,unbiased estimator , neural networks activation function why when to use ,cnn receptive field , knn , svm , linear and logistic regression they asked mcq on these concepts the fundamentals they asked q on viT in depth the loss functions , the learning rate , bias variance tradeoff not a text book answer in real world how it behvaes between the data and model

i have applied for the interview but i did not get the call for recutting i think i may have done something wrong and the interview went smooth but what i can say the question are very mid

First they where given a machine learning assignment that we had to do it and submit it then they short listed some students The interview process was simple self intro Then directly to the assignment you have done what was the approach you chose to solve the assignment If you have and computer vision/machine learning based assignments they would ask from there too but i had none

The selection process consisted of four rounds. The first round was an Online Assessment (OA) that tested basic problem-solving skills. In the second round, I was asked questions on machine learning fundamentals. The third round focused on my projects and included implementing gradient descent. The final round involved machine learning–based coding questions along with data structures and algorithms (DSA).

The selection process includes three main rounds. First round covers basic DSA (Data Structures and Algorithms) and general reasoning questions.Second round involves moderate-level DSA problems to test logic and coding.Third round includes basic questions from core computer science subjects like DBMS, OS, and Computer Networks.