Design a recommendation system for courses
Learning Technology Interview Questions
11,717 learning technology interview questions shared by candidates
Experience with gen ai etc
Why do you interested in this role?
Machine learning: MAP and predictive distribution, how does KNN work and trade-offs, some questions about CNN
What are the different types of ML algorithms?
Introduce yourself Where else did I apply to? What is my plan after graduation? Ph.D vs Jobs What is my thesis about? What’s your own contribution? Feature based visual SLAM vs direct method What is the effect of illumination change on both types of SLAM? What are the benefits of using visual features such as ORB, SIFT etc. Explain epipolar geometry and homogeneous coordinate. Why SIFT is robust to illumination change, why does it use features pyramid Explain about monocular depth estimation Why do they use L1 loss in appearance matching? In packnet-sfm for example? Why does training a neural network can diverge sometimes? What can we do about it?
Machine learning Fundamentals and COding
ML arch design case study using LLMs
what was the last article that you have read ?
The questions are based on your resume ie your projects and then dives deeper into those concepts.
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