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Câu 56: Google Cloud Professional Machine Learning Engineer

You are an ML engineer at a global car manufacture. You need to build an ML model to predict car sales in different cities around the world. Which features or feature crosses should you use to train city-specific relationships between car type and number of sales?

Nội dung câu hỏi

You are an ML engineer at a global car manufacture. You need to build an ML model to predict car sales in different cities around the world. Which features or feature crosses should you use to train city-specific relationships between car type and number of sales?

Các lựa chọn

Đáp án được giữ gọn theo nhãn A, B, C, D trong phần bình chọn tương tác.

  1. A. Thee individual features: binned latitude, binned longitude, and one-hot encoded car type.
  2. B. One feature obtained as an element-wise product between latitude, longitude, and car type.
  3. C. One feature obtained as an element-wise product between binned latitude, binned longitude, and one-hot encoded car type. — đáp án hiện tại
  4. D. Two feature crosses as an element-wise product: the first between binned latitude and one-hot encoded car type, and the second between binned longitude and one-hot encoded car type.

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