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ML Knowledge

4 years ago

What do you know about regularization and its role in machine learning?

Machine Learning Engineer

TikTok

Zoom

Mailchimp

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4 years ago

StatisticsML Knowledge

4 years ago

What are the meanings of false positives and false negatives in statistical hypothesis testing, and how do they affect the eventual outcomes?

Machine Learning Engineer

TikTok

Capital One

Curve

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4 years ago

ML Knowledge

4 years ago

How does dimensionality reduction work in Machine Learning? Can you highlight some techniques that are commonly used?

Machine Learning Engineer

TikTok

Zalando

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4 years ago

ML Knowledge

4 years ago

In object detection, how is the bounding box regressor applied?

Machine Learning Engineer

TikTok

Google

Venmo

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4 years ago

ML Knowledge

4 years ago

What are the advantages and disadvantages of decision trees when compared to other classification algorithms?

Machine Learning Engineer

TikTok

Airbnb

Course Hero

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4 years ago

ML Knowledge

4 years ago

What are the pros and cons of using Support Vector Machines in classification tasks?

Machine Learning Engineer

TikTok

Dell

Faire

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4 years ago

ML Knowledge

4 years ago

Considering that you already have labelled data for your clustering project, what are some of the methods that you can use to evaluate model performance?

Machine Learning Engineer

TikTok

Livongo

Snowflake

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4 years ago

ML Knowledge

5 years ago

Why do you think that Time Series Forecasting is such a valuable tool for businesses to make informed decisions?

Machine Learning Engineer

TikTok

Faire

Amadeus

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5 years ago

ML Knowledge

5 years ago

Why do many machine learning practitioners choose to use LSTM? Can you also provide some examples of how you've leveraged it in your personal projects?

Machine Learning Engineer

TikTok

Ancestry

Motorola Solutions

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5 years ago

ML Knowledge

5 years ago

Could you describe some of the machine learning architectures that you've worked with thus far in your career?

Machine Learning Engineer

TikTok

Stripe

Airtable

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5 years ago

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