Leecode coding problem: like Number of Islands but harder. Behavorial Question: why you want to apply for this position.
Learning Technology Interview Questions
5,798 learning technology interview questions shared by candidates
Coding exercises. Basic deep learning questions such as batch norm, relu, convolution, etc. Open questions related to point cloud.
What are word vectors and what's the difference between word2vec and glove ?
How to assess the quality of K-means clustering ?
Explain K-means algorithm and how would you choose the number of clusters ?
implement K means algorithm
general machine learning topics
Describe regularization techniques. How to calculate number of parameters in ConvNet
How to you deal with class imbalance.
What's L1 L2 regularization? Write a k-means algorithm with Python
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