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Your Company Has Hired a New Data Scientist Who Wants

question 71

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Your company has hired a new data scientist who wants to perform complicated analyses across very large datasets stored in Google Cloud Storage and in a Cassandra cluster on Google Compute Engine. The scientist primarily wants to create labelled data sets for machine learning projects, along with some visualization tasks. She reports that her laptop is not powerful enough to perform her tasks and it is slowing her down. You want to help her perform her tasks. What should you do?


Definitions:

Top Executives

Senior-level managers in an organization, responsible for making overarching decisions and setting strategic directions.

Longer Time Perspective

An outlook that emphasizes planning and considering the long-term effects and outcomes of actions rather than focusing solely on short-term gains.

Immediate Problems

Issues or situations that require urgent attention and quick resolution to prevent escalation or further complications.

Situational Variable

Situational variables are external factors that can influence the outcomes of research studies or the effectiveness of strategies, often beyond the control of the participants or planners.

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