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兔小兔 · 2021年11月23日

上课不是说只有最后第五步是一样的么?

NO.PZ2021083101000010

问题如下:

Rivera makes the following statements:

Statement 1 Some of the methods used in the exploration step are different for structured and unstructured data, but for both types of data, the step involves feature selection and feature engineering.

Statement 2 A major difference when developing a text-based ML model is the curation step, which involves cleansing, preprocessing, and converting the data into a structured format usable for model training.

Which of Rivera’s statements about differences in ML model building steps is correct?

选项:

A.

Only Statement 1

B.

Only Statement 2

C.

Both Statement 1 and Statement 2

解释:

A is correct.

Statement 1 is correct because some of the methods used in the fourth step of ML model building (data/text exploration) are different for structured and unstructured data, and for both structured and unstructured data, the exploration step encompasses feature selection and feature engineering.

Statement 2 is incorrect because Rivera described the text preparation and wrangling step, not the text curation step. The data (text) curation step involves gathering relevant external text data via web services or programs that extract raw content from a source.

B and C are incorrect because Statement 2 is incorrect.

考点:Steps in a Data Analysis Project

所以statement1 不是应该错误么 所以我选了B s2哪里错了?

1 个答案
已采纳答案

星星_品职助教 · 2021年11月23日

同学你好,

 statement 2:cleansing, preprocessing是text preparation and wrangling step这一步的,并非curation step。

statement 1描述没有问题。 structured 和 unstructured data都有exploration step的这个步骤,从这个层面出发两者是一样的。但是对于exploration step内部的处理,两者是不同的。

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