Given a list of people with different skill levels, how can you create minimum number of groups, such that within each group, the levels does not spread a given threshold.
Applied Research Interview Questions
517 applied research interview questions shared by candidates
what is a Random forest.
What is batch normalization? How do you add regularization and why? Explain how bag of words / word2vec work?
Formulate the problem of picking the heaviest book from the knapsack as a combinatorial problem
Describe how to deal with a difficult situation at work.
Tell me about you and your PhD.
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.
- Tell me what has been your greatest scientific contribution - Describe to me Dijkstra's algorithm - Formulate mathematically a problem where you have to schedule X tracks to deliver Y packets to Z cities under A, B, C constraints
one interview was about machine learning and the other was coding interview
Name a time when xxx? Describe class imbalance?
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