Ho presentato la mia candidatura online. La procedura ha richiesto 4 settimane. Ho sostenuto un colloquio presso Flipkart (Palo Alto, CA) nel mese di set 2016
Colloquio
The interviewers were experts and knowledgeable in their domain. I believe all of them were Ph.Ds with 5+ years of industry experience in relevant subject area. They had phone conversation, followed by presentation on site, and then technical interview by 3 employees.
Domande di colloquio [1]
Domanda 1
(1) Back-propagation;
(2) overfit vs underfit;
(3) implementation of one of the steps in Canny edge detection using graphs;
(4) closed form formula to solution of linear regression;
(5) write code for K nearest neighbor algorithm
(6) vanishing gradient vs exploding gradients due to choice to relu() vs sigmoid()
