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ML Knowledge
What do you understand by bias and variance in machine learning, and how are they dissimilar?
Data Scientist
Autodesk
Autodesk Data Scientist interview questions.
Our question bank has 10000+ interview questions and growing, 127 of which are for Autodesk Data Scientist interviews.
All interview questions are submitted by recent Autodesk Data Scientist candidates, labelled and categorized by Prepfully, and then published after being verified by Data Scientists at Autodesk.
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ML CaseProduct Case
Tell me an approach to design a system (from a Data Science perspective) to alert a user that some value you monitor on one of his server is abnormal / deserve action (anomaly detection on time series) ?
Data Scientist
Autodesk
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Behavioral
What do you believe will be the biggest challenge in the Autodesk Data Scientist role?
Data Scientist
Autodesk
0
ML KnowledgeStatistics
What are the meanings of false positives and false negatives in statistical hypothesis testing, and how do they affect the eventual outcomes?
Data Scientist
Autodesk
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Coding
Show how you'd write a function to produce all permutations that are anagrams of a string.
Data Scientist
Autodesk
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ML Knowledge
What's your understanding of a minimum height tree, and how can it be created?
Data Scientist
Autodesk
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ML Knowledge
Could you compare the concepts of batch normalisation and instance normalisation?
Data Scientist
Autodesk
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Product Case
What are your insights on retaining a loyal customer base for the Autodesk app?
Data Scientist
Autodesk
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Behavioral
If you took an unpopular decision, please tell me about it
Data Scientist
Autodesk
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Coding
How can you implement binary search and explain its time complexity? Do you see any possibilities for optimization?
Data Scientist
Autodesk
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