Machine Learning Software Engineer Interview Questions

8,212 machine learning software engineer interview questions shared by candidates

1. Computer Science questions - sorting, searching, data structure, binary tree. Actual code writing and walkthrough. How to optimize. Big O notations. Efficiency is always a key component here. 2. Machine learning and deep learning questions. Everything from supervised to unsupervised learning. What are the linear classifiers? Explain how CNN works, random forest, recurrent neural network. Clustering. Nearest neighbors. I think we gone through all the topics in machine learning. 3. System design. How to search efficiently. Explain previous experience or projects implemented etc.
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Machine Learning Engineer

Interviewed at Shopee

3.7
May 25, 2019

1. Computer Science questions - sorting, searching, data structure, binary tree. Actual code writing and walkthrough. How to optimize. Big O notations. Efficiency is always a key component here. 2. Machine learning and deep learning questions. Everything from supervised to unsupervised learning. What are the linear classifiers? Explain how CNN works, random forest, recurrent neural network. Clustering. Nearest neighbors. I think we gone through all the topics in machine learning. 3. System design. How to search efficiently. Explain previous experience or projects implemented etc.

Qual'e' la matematica dietro all'algoritmo Support Vector Machines. Qual'e' la differenza tra una goroutine di golang e un thread di java(per una posizione di ML engineering??). Descrivimi l'architettura del Transformer e di come ha cambiato il campo del NLP.
avatar

Machine Learning Engineer

Interviewed at NTT DATA

3.7
Feb 27, 2022

Qual'e' la matematica dietro all'algoritmo Support Vector Machines. Qual'e' la differenza tra una goroutine di golang e un thread di java(per una posizione di ML engineering??). Descrivimi l'architettura del Transformer e di come ha cambiato il campo del NLP.

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