1z0-1110-22事前に試験練習テストで使おう（最新58問題)
有効な1z0-1110-22試験解答PDF一年無料更新
Oracle 1z0-1110-22試験は、Oracle Cloud Infrastructureデータサイエンスにおける専門知識を証明したいプロフェッショナル向けの認定試験です。この試験は、Oracle Cloud Infrastructure Data Scienceを使用してデータサイエンスソリューションを設計、実装、管理するために必要な知識とスキルを検証することを目的としています。この試験に合格することで、機械学習モデルを有効にし、ビッグデータを分析するために必要なスキルを持っていることが証明されます。
Oracle 1Z0-1110-22試験は、データサイエンスのスキルと専門知識を向上させたい専門家にとって重要な認証です。 Oracle Cloud Infrastructureを使用して、データサイエンスを専門としたい人にとって特に役立ちます。この試験に合格することにより、候補者はクラウド上に機械学習モデルを作成および展開する習熟度を示すことができ、より良い雇用機会とより高い給与につながる可能性があります。
Oracle 1Z0-1110-22試験では、データサイエンスに関連する幅広いトピックをカバーしています。候補者は、Pythonプログラミング、データの前処理、機械学習技術、およびOracle Cloud Infrastructureでのモデル展開について確実に理解することが期待されています。この試験では、データの視覚化、統計分析、および最適化手法に関する候補者の理解も評価します。
質問 # 27
You want to ensure that all stdout and stderr from your code are automatically collected and logged, without implementing additional logging in your code. How would you achieve this with Data Science Jobs?
- A. You can implement custom logging in your code by using the Data Science Jobs logging.
- B. Make sure that your code is using the standard logging library and then store all the logs to Check Storage at the end of the job.
- C. On job creation, enable logging and select a log group. Then, select either log or the op-tion to enable automatic log creation.
- D. Data Science Jots does not support automatic fog collection and storing.
正解：A
質問 # 28
Which TWO statements are true about published conda environments?
- A. Your notebook session acts as the source to share published conda environment with team members.
- B. The odsc conda init command is used to configure the location of published conda en-vironments.
- C. They are curated by Oracle Cloud Infrastructure (OCI) Data Science.
- D. You can only create published conda environment by modifying a Data Science conde
- E. They can be used in Data Science Jobs and model deployments.
正解：A、B
質問 # 29
You are a data scientist working inside a notebook session and you attempt to pip install a package from a public repository that is not included in your condo environment. After running this command, you get a network timeout error. What might be missing from your networking configuration?
- A. NAT Gateway with public internet access.
- B. Service Gateway with private subnet access.
- C. FastConnect to an on-premises network.
- D. Primary Virtual Network Interface Card (VNIC).
正解：A
質問 # 30
As a data scientist, you are tasked with creating a model training job that is expected to take different hyperparameter values on every run. What is the most efficient way to set those pa-rameters with Oracle Data Science Jobs?
- A. Create a new no by setting the required parameters in your code, and create a new job for mery code change.
- B. Create a new job every time you need to run your code and pass the parameters as en-vironment variables.
- C. Create your code to expect different parameters either as environment variables or as command line arguments, which are set on every job run with different values.
- D. Create your code to expect different parameters as command line arguments, and create it new job every time you run the code.
正解：C
質問 # 31
You trained a model to predict housing prices for your city. Which two metrics from the Ac-celerated Data Science (ADS) Evaluation class can be used to evaluate the regression model you just trained?
- A. Weighted Precision
- B. F-1 Score
- C. Mean Absolute Error
- D. Explained Variance Score
- E. Weighted Recall
正解：C、D
質問 # 32
Where do calls to stdout and stderr from score.py go in a model deployment?
- A. The OCI console.
- B. The predict log in the Oracle Cloud Infrastructure (OCI) Logging service as defined in the deployment.
- C. The file that was defined for them on the Virtual stachine (VM).
- D. The OCI Cloud Shell, which can be accessed from the console.
正解：B
質問 # 33
You have created a model, and you want to use the Accelerated Data Science (ADS) SDK to deploy this model. Where can you save the artifacts to deploy this model with ADS?
- A. Data Science Artifactory
- B. Model Depository
- C. Model Catalog
- D. OCI Vault
正解：C
質問 # 34
You have an embarrassingly parallel or distributed batch job on a large amount of data running using Data Science Jobs What would be the best approach to run the workload?
- A. Create the job in Data Science Jobs and then start the number of simultaneous job runs required for your workload.
- B. Create the job in Data Science Jobs and start a job run. When it is done, start a new job run until you achieve the number of runs required.
- C. Reconfigure the job run because Data science jobs does not support embarrassingly parallel.
- D. Create a new job for every job run that you have to run in parallel, because the Date Science Jobs service can have only one job run per job.
正解：A
質問 # 35
You have developed a model training code that regularly checks for new data in Object Storage and retrains the model. Which statement best describes the Oracle Cloud Infrastructure (OCI) services that can be accessed from Data Science Jobs?
- A. Data Science Jobs can access OCI resources only via the resource principal.
- B. Data Science Jobs can access all OCI services.
- C. Data Science Jobs cannot access all OCI services.
- D. Some OCI services require authorizations not supported by Data Science Jobs.
正解：B
質問 # 36
You have a data set with fewer than 1000 observations, and you are using Oracle AutoML to build a classifier. While visualizing the results of each stage of the Oracle AutoML pipeline, you notice that no visualization has been generated for one of the stages. Which stage is not visualized?
- A. Hyperparameter tuning
- B. Algorithm selection
- C. Adaptive sampling
- D. Feature selection
正解：C
質問 # 37
What preparation steps are required to access an Oracle AI service SDK from a Data Science notebook session?
- A. Call the Accented Data Science (ADS) command to enable Al integration
- B. Create and upload the API signing key and config file
- C. Import the REST API
- D. Create and upload execute.py and runtime.yaml
正解：B
質問 # 38
You are asked to prepare data for a custom-built model that requires transcribing Spanish video recordings into a readable text format with profane words identified. Which Oracle Cloud service would you use?
- A. OCI Anomaly Detection
- B. OCI Translation
- C. OCI Speech
- D. OCI Language
正解：C
質問 # 39
You are attempting to save a model from a notebook session to the model catalog by using the Accelerated Data Science (ADS) SDK, with resource principal as the authentication signer, and you get a 404 authentication error. Which TWO should you look for to ensure permissions are set up correctly?
- A. The policy for the dynamic group grants manages permissions for the model catalog in this compartment.
- B. The dynamic group's matching rule exists for notebook sessions in this compartment.
- C. The policy for your user group grants manage permissions for the model catalog in this compartment.
- D. The model artifact is saved to the block volume of the notebook session.
- E. The networking configuration allows access to the Oracle Cloud Infrastructure (OCI) services through a Service Gateway.
正解：A、C
質問 # 40
You have trained three different models on your data set using Oracle AutoML. You want to visualize the behavior of each of the models, including the baseline model, on the test set. Which class should be used from the Accelerated Data Science (ADS) SDK to visually compare the models?
- A. ADS Evaluator
- B. ADSTuner
- C. ADS Explainer
- D. EvaluationMetrics
正解：D
質問 # 41
You are a computer vision engineer building an image recognition model. You decide to use Oracle Data Labeling to annotate your image dat a. Which of the following THREE are possible ways to annotate an image in Data Labeling?
- A. Adding multiple labels to an image.
- B. Adding labels to an image by drawing bounding box to an image, is not supported by Data Labeling
- C. Adding labels to image using semantic segmentation, by drawing multiple bounding boxes to an image.
- D. Adding a single label to an image.
- E. Adding labels to an image using object detection, by drawing bounding boxes to an im-age.
正解：A、D、E
質問 # 42
You are using Oracle Cloud Infrastructure Anomaly Detection to train a model to detect anomalies in pump sensor dat a. How does the required False Alarm Probability settings affect an anomaly detection model?
- A. It changes the sensitivity of the model to detect anomalies.
- B. It is used to disable the reporting of false alarm.
- C. It Adds a score to each signal indicating the probability that it is false alarm.
- D. It determines how many false alarms occur before an error message is generated.
正解：A
質問 # 43
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