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ML Knowledge
3 years ago
Can you describe how Gradient Descent functions as a part of the training mechanism for deep learning models?
Machine Learning Engineer

Bloomberg

Deliveroo

Ubisoft

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3 years ago
ML KnowledgeML Case
3 years ago
Can you identify the problems that tend to surface with models that are heavily layered?
Machine Learning Engineer

Bloomberg

Yelp

Sprinklr

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3 years ago
System Design
3 years ago
Implement a video streaming application in the style of Netflix.
Machine Learning Engineer

Bloomberg

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3 years ago
ML Knowledge
3 years ago
What's involved in detecting outliers within a dataset?
Machine Learning Engineer

Bloomberg

Hitachi Logo

Hitachi

Google Logo

Google

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3 years ago
ML Knowledge
4 years ago
What are some of the real-world scenarios where overfitting or underfitting can be problematic for model performance and accuracy? Can you share some examples?
Machine Learning Engineer

Bloomberg

Fitbit Logo

Fitbit

Zillow Logo

Zillow

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4 years ago
ML Case
4 years ago
What strategies would you employ to develop a model that effectively recognizes objects in a frame?
Machine Learning Engineer

Bloomberg

Klarna Logo

Klarna

eBay Logo

eBay

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4 years ago
ML Knowledge
4 years ago
What are the core differences in how supervised, unsupervised, and reinforcement learning algorithms learn?
Machine Learning Engineer

Bloomberg

TikTok Logo

TikTok

Grab Logo

Grab

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4 years ago
ML Knowledge
4 years ago
What are the best practices for processing categorical data that has high cardinality?
Machine Learning Engineer

Bloomberg

Huawei Logo

Huawei

Adobe Logo

Adobe

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4 years ago
ML Knowledge
4 years ago
What is the importance of the ROC curve in the context of machine learning?
Machine Learning Engineer

Bloomberg

Amazon Web Services Logo

Amazon Web Services

Tableau Logo

Tableau

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4 years ago
ML Knowledge
4 years ago
Describe any hurdles you have overcome while working with supervised machine learning, and how did you overcome them?
Machine Learning Engineer

Bloomberg

Intuit Logo

Intuit

LinkedIn Logo

LinkedIn

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4 years ago

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