最新的CertNexus AIP-210免費考試真題

問題1

Which of the following is the correct definition of the quality criteria that describes completeness?

A. The degree to which all required measures are known.

B. The degree to which the measures conform to defined business rules or constraints.

C. The degree to which a set of measures are specified using the same units of measure in all systems.

D. The degree to which a set of measures are equivalent across systems.

正確答案: A

說明：（僅 Fast2test 成員可見）

問題2

A dataset can contain a range of values that depict a certain characteristic, such as grades on tests in a class during the semester. A specific student has so far received the following grades: 76,81, 78, 87, 75, and 72.
There is one final test in the semester. What minimum grade would the student need to achieve on the last test to get an 80% average?

A. 94

B. 89

C. 91

D. 82

正確答案: C

說明：（僅 Fast2test 成員可見）

問題3

In general, models that perform their tasks:

A. More accurately are less robust against adversarial attacks.

B. Less accurately are neither more nor less robust against adversarial attacks.

C. More accurately are neither more nor less robust against adversarial attacks.

D. Less accurately are less robust against adversarial attacks.

正確答案: A

說明：（僅 Fast2test 成員可見）

問題4

Which of the following sentences is TRUE about the definition of cloud models for machine learning pipelines?

A. Data as a Service (DaaS) can host the databases providing backups, clustering, and high availability.

B. Infrastructure as a Service (IaaS) can provide CPU, memory, disk, network and GPU.

C. Platform as a Service (PaaS) can provide some services within an application such as payment applications to create efficient results.

D. Software as a Service (SaaS) can provide AI practitioner data science services such as Jupyter notebooks.

正確答案: D

說明：（僅 Fast2test 成員可見）

問題5

Which of the following statements are true regarding highly interpretable models? (Select two.)

A. They are usually easier to explain to business stakeholders.

B. They are usually referred to as "black box" models.

C. They are usually binary classifiers.

D. They usually compromise on model accuracy for the sake of interpretability.

E. They are usually very good at solving non-linear problems.

正確答案: A,D

說明：（僅 Fast2test 成員可見）

問題6

In a self-driving car company, ML engineers want to develop a model for dynamic pathing. Which of following approaches would be optimal for this task?

A. Reinforcement learning

B. Dijkstra Algorithm

C. Supervised Learning.

D. Unsupervised Learning

正確答案: A

說明：（僅 Fast2test 成員可見）

問題7

Which of the following is TRUE about SVM models?

A. They can be used only for classification.

B. They use the sigmoid function to classify the data points.

C. They can take the feature space into higher dimensions to solve the problem.

D. They can be used only for regression.

正確答案: C

說明：（僅 Fast2test 成員可見）

問題8

Which of the following principles supports building an ML system with a Privacy by Design methodology?

A. Understanding, documenting, and displaying data lineage.

B. Collecting and processing the largest amount of data possible.

C. Utilizing quasi-identifiers and non-unique identifiers, alone or in combination.

D. Avoiding mechanisms to explain and justify automated decisions.

正確答案: A

說明：（僅 Fast2test 成員可見）

問題9

An AI practitioner incorporates risk considerations into a deployment plan and decides to log and store historical predictions for potential, future access requests.
Which ethical principle is this an example of?

A. Safety

B. Transparency

C. Privacy

D. Fairness

正確答案: B

說明：（僅 Fast2test 成員可見）

問題10

Which two of the following decrease technical debt in ML systems? (Select two.)

A. Design anti-patterns

B. Model complexity

C. Refactoring

D. Documentation readability

E. Boundary erosion

正確答案: C,D

說明：（僅 Fast2test 成員可見）

最新的CertNexus Certified Artificial Intelligence Practitioner (CAIP) - AIP-210免費考試真題

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