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

質問 1

Which of the following can benefit from deploying a deep learning model as an embedded model on edge devices?

（A）Guaranteed availability of enough space

（B）Reduction in latency

（C）Increase in data bandwidth consumption

（D）A more complex model

正解：B 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 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

In addition to understanding model performance, what does continuous monitoring of bias and variance help ML engineers to do?

（A）Detect hidden attacks

（B）Prevent hidden attacks

（C）Respond to hidden attacks

（D）Recover from hidden attacks

正解：B 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

A market research team has ratings from patients who have a chronic disease, on several functional, physical, emotional, and professional needs that stay unmet with the current therapy. The dataset also captures ratings on how the disease affects their day-to-day activities.
A pharmaceutical company is introducing a new therapy to cure the disease and would like to design their marketing campaign such that different groups of patients are targeted with different ads. These groups should ideally consist of patients with similar unmet needs.
Which of the following algorithms should the market research team use to obtain these groups of patients?

（A）Logistic regression

（B）k-means clustering

（C）k-nearest neighbors

（D）Naive-Bayes

正解：B 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

Which of the following describes a neural network without an activation function?

（A）A form of a linear regression

（B）A form of a quantile regression

（C）An unsupervised learning technique

（D）A radial basis function kernel

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 6

Which of the following unsupervised learning models can a bank use for fraud detection?

（A）Hierarchical clustering

（B）Anomaly detection

（C）k-means

（D）DB5CAN

正解：B 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 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

質問 8

Which of the following items should be included in a handover to the end user to enable them to use and run a trained model on their own system? (Select three.)

（A）Information on the folder structure in your local machine

（B）Sample input and output data files

（C）Link to a GitHub repository of the codebase

（D）README document

（E）Intermediate data files

正解：B、C、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 9

Which of the following is NOT an activation function?

（A）Sigmoid

（B）ReLU

（C）Hyperbolic tangent

（D）Additive

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)

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

弊社を連絡する

関連リンク

トップ試験