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ML Knowledge
2 years ago
How would you explain the curse of dimensionality and propose a strategy to overcome it?
Machine Learning Engineer

Novartis

SAP

Peek

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2 years ago
ML Knowledge
2 years ago
How do you ensure that the algorithm you choose is the most suitable one for the machine learning problem at hand?
Machine Learning Engineer

Novartis

Skyscanner

Criteo

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2 years ago
ML Knowledge
3 years ago
How do RNNs and LSTMs vary when it comes to long-term dependency modeling?
Machine Learning EngineerData Scientist

Novartis

Springboard Logo

Springboard

Instagram Logo

Instagram

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3 years ago
ML Knowledge
3 years ago
How does PCA dissect and condense the feature space?
Machine Learning Engineer

Novartis

Ancestry Logo

Ancestry

PayPal Logo

PayPal

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3 years ago
ML Knowledge
3 years ago
Could you discuss the advantages and disadvantages of using Rectified Linear Unit as an activation function?
Machine Learning Engineer

Novartis

Microsoft Logo

Microsoft

Roblox Logo

Roblox

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3 years ago
ML Knowledge
3 years ago
Explain to us, in layman's terms, what LSTM is and why it is widely used in the field of deep learning. Have you applied this model in any of your projects before?
Machine Learning Engineer

Novartis

Ancestry Logo

Ancestry

Motorola Solutions Logo

Motorola Solutions

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3 years ago
Coding
3 years ago
How would you go about finding all possible triplets in an integer array that add up to a specified target value?
Machine Learning Engineer

Novartis

TikTok Logo

TikTok

Meetup Logo

Meetup

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3 years ago
ML Knowledge
3 years ago
In what scenarios are SVMs advantageous, and when do they fall short?
Machine Learning Engineer

Novartis

Dell Logo

Dell

Faire Logo

Faire

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3 years ago
ML Knowledge
3 years ago
Can you discuss the variety of loss functions that you're knowledgeable about?
Machine Learning Engineer

Novartis

Databricks Logo

Databricks

Chewy Logo

Chewy

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3 years ago
Coding
3 years ago
Could you demonstrate how to create and display a random normal distribution using a function?
Machine Learning Engineer

Novartis

Zendesk Logo

Zendesk

Zoom Logo

Zoom

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3 years ago

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Novartis

Machine Learning Engineer

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System Design
Novartis logo

Novartis

Machine Learning Engineer

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ML System Design
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Novartis

Machine Learning Engineer

Prepare for Behavioral interview at Novartis

Behavioral

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

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