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System Design
2 years ago
How would you architect a scalable time series database for IoT sensor data?
Machine Learning Engineer

Andela

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2 years ago
ML Knowledge
2 years ago
Could you give me some concrete examples of where overfitting and underfitting are problematic in real-world situations? What are the repercussions for the accuracy and performance of models?
Machine Learning Engineer

Andela

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Convoy

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Squarespace

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2 years ago
ML Knowledge
2 years ago
What is the significance of regularization in the training of machine learning models?
Machine Learning Engineer

Andela

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eBay

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TripAdvisor

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2 years ago
ML CaseML System DesignProduct Case
2 years ago
Please describe your proposed approach to creating a system that detects anomalies in a user's server data and sends alerts to get the user's attention.
Machine Learning Engineer

Andela

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Wealthfront

Palantir Technologies Logo

Palantir Technologies

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2 years ago
Coding
2 years ago
What do you know about Least Recently Used (LRU) caches?
Machine Learning Engineer

Andela

Snowflake Logo

Snowflake

Dropbox Logo

Dropbox

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2 years ago
ML KnowledgeML Case
2 years ago
Give an account of the contrast between multidimensional and tabular models, and explain which of the models is backed up by Azure analysis services?
Machine Learning Engineer

Andela

Zillow Logo

Zillow

Headspace Logo

Headspace

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2 years ago
ML KnowledgeML Case
2 years ago
How familiar are you with implementing NLP techniques within recommender systems?
Machine Learning Engineer

Andela

Adyen Logo

Adyen

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ThoughtWorks

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2 years ago
ML Knowledge
2 years ago
What is the impact of stop-word removal on tf-idf analysis?
Machine Learning Engineer

Andela

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Peloton

Flexport Logo

Flexport

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2 years ago
ML KnowledgeML Case
2 years ago
What performance indicators do you consider essential for computer vision models?
Machine Learning Engineer

Andela

Atlassian Logo

Atlassian

Faire Logo

Faire

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2 years ago
ML Knowledge
2 years ago
How do dimensionality reduction techniques help to simplify complex data sets, and what are some common methods used in this process?
Machine Learning Engineer

Andela

Citrix Logo

Citrix

BetterUp Logo

BetterUp

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2 years ago

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

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