How would you measure the impact of a business initiative?
Data Science Internship Interview Questions
10,895 data science internship interview questions shared by candidates
When did you show leadership in a group setting?
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
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