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Oracle 1z0-1110-23 Exam Syllabus Topics:
Topic
Details
Topic 1

* Implement end-to-end Machine Learning Lifecycle
* OCI Data Science - Introduction & Configuration
Topic 2

* reate and Use automated ML capability from Oracle AutoML
* Use Pipelines to automate machine learning workflow
Topic 3

* Create & Manage Jobs for custom tasks
* Discuss OCI Data Science Overview & Concepts
Topic 4

* Obtain Global & Local Model Explanations
* Create and Export a Dataset using OCI Data Labeling
Topic 5

* Create and Manage Spark Applications using Data Flow and OCI Data Science
* Design and Set up OCI Data Science Workspace

Oracle Cloud Infrastructure Data Science 2023 Professional Sample Questions (Q12-Q17):

NEW QUESTION # 12
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 parameters with Oracle Data Science Jobs?

* A. 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.
* B. Create a new job every time you need to run your code and pass the parameters as environment variables.
* C. Create a new job by setting the required parameters in your code and create a new job for every code change.
* D. Create your code to expect different parameters as command line arguments and create a new job every time you run the code.
Answer: A

NEW QUESTION # 13
As a data scientist, you are working on a global health data set that has data from more than 50 countries. You want to encode three features, such as 'countries', 'race', and 'body organ' as categories. Which option would you use to encode the categorical feature?

* A. show_in_notebook()
* B. auto_transform()
* C. DataFramLabelEncode()
* D. OneHotEncoder()
Answer: C

NEW QUESTION # 14
You are preparing a configuration object necessary to create a Data Flow application. Which THREE parameter values should you provide?

* A. The display name of the application.
* B. The path to the arhive.zip file.
* C. The compartment of the Data Flow application.
* D. The bucket used to read/write the pySpark script in Object Storage.
* E. The local path to your pySpark script.
Answer: A,D,E

NEW QUESTION # 15
You have just completed analyzing a set of images by using Oracle Cloud Infrastructure (OCI) Data Labelling, and you want to export the annotated data. Which two formats are supported?

* A. Spacy
* B. CONLL V2003
* C. COCO
* D. Data Labelling Service Proprietary JSON
Answer: A,C

NEW QUESTION # 16
Youare 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. model_artifact_validate.py
* B. requirements.txt
* C. runtime.yaml
* D. score.py
Answer: B

NEW QUESTION # 17
......

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