Three take home coding challenges.
Senior Machine Learning Engineer Interview Questions
620 senior machine learning engineer interview questions shared by candidates
ML algorithm using numpy/pytorch. System design around video search system.
Basic data science questions for the most part, something like what is p-value, what is overfitting, cross-validation etc.
How would you handle tracking different colour balls in a cricket setting? (1 colour may be harder, and may have less data)
Compare advantages/disadvantages of CNNs vs Transformers
Describe an end-to-end machine learning pipeline.
Why do you want to join Virta?
How do you import a function?
What are the different data structures in Python?
Basic ML questions such as, what is the difference between test, train and validation, what is classification and regression... The case study was about recommendation systems
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