When did you show leadership in a group setting?
Data Science Interview Questions
10,899 data science interview questions shared by candidates
Tell me a time that you sacrificed something small for something bigger.
How you used resources and work allocation during your experience at the previous work.
First round: coding. Basic DS & algo questions Second: Deep dive into past projects and basic ML questions on overfitting, bias/variance, etc
Leadership Principles, SQL Query, LC Medium
first OA -> 1 easy dsa questions first interview round -> 2 easy-medium dsa questions second interview -> focused on machine learning and mainly on mathematics and derivations.
I was asked more than 50 questions, from basic classifiers (SVM, Decision trees) all the way to Transformers, VAEs, etc. Then, I was asked how would I improve Alexa to generate speech with emotions.
Online Assessment: 2 LeetCode easy-medium questions with a 70 min time limit Round 1: -Asked about a recent research project on my resume. - Asked some basic computer vision questions: -- How does ResNEt work? -- Define the metric IOU -- What is the difference between Instance segmentation and semantic segmentation? -- How would you find the location of an object in 3D space with stereo cameras? Round 2: - Drill down on a previous interview experience - Asked basic questions about metrics used in computer vision (mAP, IoU, etc) - System design question -- Design a high level robot system that can identify books and place them on the shelf.
explain the equation for transformers
Walking through my resume, and general questions about machine learning. No algorithm/data structure technical questions.
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