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Oracle 1Z0-1110-26 Exam Syllabus Topics:

Oracle Cloud Infrastructure Data Science Professional Sample Questions:

1. You have been given a collection of digital files required for a business audit. They consist of several different formats that you would like to annotate using Oracle Cloud Infrastructure (OCI) Data Labeling. Which THREE types of files could this tool annotate?

A) Video footage of a conversation in a conference room
B) A collection of purchase orders for office supplies
C) An audio recording of a phone conversation
D) A typewritten document that details an annual budget
E) Images of computer server racks

2. 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 model artifact is saved to the block volume of the notebook session
B) A dynamic group has rules that match the notebook sessions in its compartment
C) The networking configuration allows access to Oracle Cloud Infrastructure services through a Service Gateway
D) The policy for your user group grants manage permissions for the model catalog in this compartment
E) The policy for a dynamic group grants manage permissions for the model catalog in this compartment

3. Which technique can be used for feature engineering in the machine learning lifecycle?

A) Principal Component Analysis (PCA)
B) K-means clustering
C) Support Vector Machines (SVM)
D) Gradient boosting

4. Which statement is true about standards?

A) They are the foundation of corporate governance
B) They may be audited
C) They are methods and instructions on how to maintain or accomplish the directives of the policy
D) They are the result of a regulation or contractual requirement or an industry requirement

5. You are a data scientist working for a manufacturing company. You have developed a forecasting model to predict the sales demand in the upcoming months. You created a model artifact that contained custom logic requiring third-party libraries. When you deployed the model, it failed to run because you did not include all the third-party dependencies in the model artifact. What file should be modified to include the missing libraries?

A) score.py
B) requirements.txt
C) model_artifact_validate.py
D) runtime.yaml

Solutions: