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Oracle Cloud Infrastructure Data Science 2022 Professional Sample Questions (Q47-Q52):
NEW QUESTION # 47
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. auto_transform()
- B. OneHotEncoder()
- C. DataFramLabelEncode()
- D. show_in_notebook()
Answer: C
NEW QUESTION # 48
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 Language
- C. OCI Speech
- D. OCI Translation
Answer: C
NEW QUESTION # 49
You are working as a data scientist for a healthcare company. They decide to analyze the data to find patterns in a large volume of electronic medical records. You are asked to build a PySpark solution to analyze these records in a JupyterLab notebook. What is the order of recommended steps to develop a PySpark application in Oracle Cloud Infrastructure (OCI) Data Science?
- A. Install a spark conda environment. Configure core-site.xml. Launch a notebook session: Create a Data Flow application with the Accelerated Data Science (ADS) SOK. Develop your PySpark application
- B. Configure core-site.xml. Install a PySPark conda environment. Create a Data Flow application with the Accelerated Data Science (ADS) SDK Develop your PySpark ap-plication. Launch a notebook session.
- C. Launch a notebook session. Configure core-site.xml. Install a PySPark conda environ-ment.
- D. Develop your PySpark application. Create a Data Flow application with the Ac-celerated Data science (ADS) SDK.
- E. Launch a notebook session. Install a PySpark conda environment. Configure coresite. xml.
- F. Develop your PySpark application Create a Data Flow application with the Ac-celerated Data Science (ADS) SOK
Answer: D
NEW QUESTION # 50
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 your code to expect different parameters as command line arguments, and create it new job every time you run the code.
- 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 a new no by setting the required parameters in your code, and create a new job for mery code change.
Answer: C
NEW QUESTION # 51
For your next data science project, you need access to public geospatial images. Which Oracle Cloud service provides free access to those images?
- A. Oracle Analytics Claud
- B. Oracle Open Data
- C. Oracle Cloud Infrastructure (OCI) Data Science
- D. Oracle Big Data Service
Answer: B
NEW QUESTION # 52
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