AIP-210無料問題集「CertNexus Certified Artificial Intelligence Practitioner (CAIP)」

質問 1

A product manager is designing an Artificial Intelligence (AI) solution and wants to do so responsibly, evaluating both positive and negative outcomes.
The team creates a shared taxonomy of potential negative impacts and conducts an assessment along vectors such as severity, impact, frequency, and likelihood.
Which modeling technique does this team use?

（A）Threat

（B）Process

（C）Harms

（D）Business

正解：C 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 2

Which of the following describes a typical use case of video tracking?

（A）Video composition

（B）Augmented dreaming

（C）Medical diagnosis

（D）Traffic monitoring

正解：D 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 3

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

（A）Avoiding mechanisms to explain and justify automated decisions.

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

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

（D）Understanding, documenting, and displaying data lineage.

正解：D 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 4

Which of the following is the definition of accuracy?

（A）True Positives / (True Positives + False Negatives)

（B）True Positives / (True Positives + False Positives)

（C）(True Positives + False Positives) / Total Predictions

（D）(True Positives + True Negatives) / Total Predictions

正解：D 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 5

Your dependent variable Y is a count, ranging from 0 to infinity. Because Y is approximately log-normally distributed, you decide to log-transform the data prior to performing a linear regression.
What should you do before log-transforming Y?

（A）Divide all the Y values by the standard deviation of Y.

（B）Subtract the mean of Y from all the Y values.

（C）Add 1 to all of the Y values.

（D）Explore the data for outliers.

正解：C 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 6

What is the open framework designed to help detect, respond to, and remediate threats in ML systems?

（A）Threat Susceptibility Matrix

（B）OWASP Threat and Safeguard Matrix

（C）Adversarial ML Threat Matrix

（D）MITRE ATT&CK Matrix

正解：C 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 7

Which of the following is a privacy-focused law that an AI practitioner should adhere to while designing and adapting an AI system that utilizes personal data?

（A）Sarbanes Oxley (SOX)

（B）PCIDSS

（C）ISO/IEC 27001

（D）General Data Protection Regulation (GDPR)

正解：D 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 8

Which of the following can take a question in natural language and return a precise answer to the question?

（A）IBM Watson

（B）Spark ML

（C）Pandas

（D）Databricks

正解：A 解答を投票する

解説: (JPNTest メンバーにのみ表示されます)

質問 9

Which type of regression represents the following formula: y = c + b*x, where y = estimated dependent variable score, c = constant, b = regression coefficient, and x = score on the independent variable?

（A）Polynomial regression

（B）Linear regression

（C）Ridge regression

（D）Lasso regression

正解：B 解答を投票する

AIP-210 無料問題集「CertNexus Certified Artificial Intelligence Practitioner (CAIP)」

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