What are the key skills needed for a data scientist?
An example of an AI chatbot conversation about data science interview preparation.
What are the key skills needed for a data scientist?
A data scientist should have strong skills in statistics, programming (especially Python or R), data manipulation, and machine learning.
Can you explain the importance of statistics in data science?
Statistics is crucial in data science as it helps in understanding data distributions, making inferences, and validating models.
What programming languages should I focus on?
You should focus on Python and R for data analysis, along with SQL for database management.
What are some common machine learning algorithms I should know?
Common algorithms include linear regression, decision trees, random forests, and support vector machines.
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