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C1000-059 IBM AI Enterprise Workflow V1 Data Science Specialist Questions and Answers

Questions 4

Which algorithm is best suited if a client needs full explainability of the machine learning model?

Options:

A.

decision tree

B.

logistic regression

C.

support vector machine (SVM)

D.

recurrent neural network

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Questions 5

What is the primary role of a data steward?

Options:

A.

they are a "blue sky thinker" who comes up with new approaches to use new data in innovative ways

B.

they have a strong understanding of the enterprise's database architecture

C.

they define data processes to meet compliance and regulatory obligations

D.

the one who collects, processes, and performs statistical analysis on data

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Questions 6

Which test is applied to determine the relationship between two categorical variables?

Options:

A.

paired t-test

B.

chi squared test

C.

z test

D.

t-test

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Questions 7

A neural network is composed of a first affine transformation (affine1) followed by a ReLU non-linearity, followed by a second affine transformation (affine2).

Which two explicit functions are implemented by this neural network? (Choose two.)

Options:

A.

y = affine1(ReLU(affine2(x)))

B.

y = max(affine1(x), affine2(x))

C.

y = affine2(ReLU(affine1(x)))

D.

y = affine2(max(affine1(x), 0))

E.

y = ReLU(affine1(x), affine2(x))

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Questions 8

A data analyst creates a term-document matrix for the following sentence: I saw a cat, a dog and another cat.

Assuming they used a binary vectorizer, what is the resulting weight for the word cat?

Options:

A.

0

B.

1

C.

3

D.

2

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Questions 9

Which statement is true in the context of evaluating metrics for machine learning algorithms?

Options:

A.

A random classifier has AUC (the area under ROC curve) of 0.5

B.

Using only one evaluation metric is sufficient

C.

The F-score is always equal to precision

D.

Recall of 1 (100%) is always a good result

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Exam Code: C1000-059
Exam Name: IBM AI Enterprise Workflow V1 Data Science Specialist
Last Update: Apr 15, 2024
Questions: 62

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