When answering this question, focus on the specific machine learning algorithms you have used in past projects and how they were applied to solve real-world problems. Mention any relevant projects, the algorithms you chose, why you chose them, and the outcomes. For example:
"In my previous role at XYZ Corp, I worked on a project to predict customer churn using logistic regression and random forests. I chose logistic regression for its interpretability and random forests for their ability to handle non-linear relationships. The model improved our churn prediction accuracy by 15%, which helped the company implement targeted retention strategies."
Be sure to highlight your understanding of the algorithms, their strengths and weaknesses, and any challenges you faced during implementation. Tailor your response to align with the job description, emphasizing your ability to analyze and interpret complex data to make business decisions.
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