ראיון עבודה machine learning

Your company wants you to build an internal email text prediction model to speed up the time that employees spend writing emails. What should you do?

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מיין לפי

Your organization allows people to create online professional profiles. A key feature is the ability to create clusters of people who are professionally connected to one another. What type of machine learning method is used to create these clusters?

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מיין לפי

Random forest is modified and improved version of which earlier technique?

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מיין לפי

Self-organizing maps are specialized neural network for which type of machine learning?

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מיין לפי

Which statement about K-means clustering is true?

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מיין לפי

You created machine learning system that interacts with its environment and responds to errors and rewards. What type of machine learning system is it?

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מיין לפי

Your data science team must build a binary classifier, and the number one criterion is the fastest possible scoring at deployment. It may even be deployed in real time. Which technique will produce a model that will likely be fastest for the deployment team use to new cases?

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מיין לפי

our data science team wants to use the K-nearest neighbor classification algorithm. Someone on your team wants to use a K of 25. What are the challenges of this approach?

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מיין לפי

Your machine learning system is attempting to describe a hidden structure from unlabeled data. How would you describe this machine learning method?

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מיין לפי

You work for a large credit card processing company that wants to create targeted promotions for its customers. The data science team created a machine learning system that groups together customers who made similar purchases, and divides those customers based on customer loyalty. How would you describe this machine learning approach?

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מיין לפי

ראיון עבודה machine learning

Discuss, Learn and be Happy דיון בשאלות

Your company wants you to build an internal email text prediction model to speed up the time that employees spend writing emails. What should you do?

Your organization allows people to create online professional profiles. A key feature is the ability to create clusters of people who are professionally connected to one another. What type of machine learning method is used to create these clusters?

Random forest is modified and improved version of which earlier technique?

Self-organizing maps are specialized neural network for which type of machine learning?

Which statement about K-means clustering is true?

You created machine learning system that interacts with its environment and responds to errors and rewards. What type of machine learning system is it?

Your data science team must build a binary classifier, and the number one criterion is the fastest possible scoring at deployment. It may even be deployed in real time. Which technique will produce a model that will likely be fastest for the deployment team use to new cases?

our data science team wants to use the K-nearest neighbor classification algorithm. Someone on your team wants to use a K of 25. What are the challenges of this approach?

Your machine learning system is attempting to describe a hidden structure from unlabeled data. How would you describe this machine learning method?