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ML Knowledge
2 years ago
Could you explain the various methods of sampling?
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2 years ago
ML System Design
2 years ago
Walk me through the steps involved in designing a podcast search engine that allows users to search for specific topics within transcripts of various shows.
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2 years ago
ML Knowledge
2 years ago
In what ways do RNNs and LSTMs differ, particularly in handling dependencies?
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ML Knowledge
2 years ago
In object detection, how is the bounding box regressor applied?
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ML Knowledge
2 years ago
What is your proficiency with ML tools such as TensorFlow or PyTorch?
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ML Knowledge
2 years ago
How would you compare and contrast supervised, unsupervised, and reinforcement learning techniques?
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ML Knowledge
2 years ago
Could you contrast Convolutional Neural Networks with Recurrent Neural Networks?
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System Design
2 years ago
Design a video-on-demand platform similar to Netflix.
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ML Knowledge
2 years ago
What do you understand by bias and variance in machine learning, and how are they dissimilar?
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ML Knowledge
2 years ago
What are the best practices for processing categorical data that has high cardinality?
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2 years ago

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*All interview questions are submitted by recent SoFi Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at SoFi.

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