Prepare for the Oracle Cloud Infrastructure Data Science 2023 Professional exam with our extensive collection of questions and answers. These practice Q&A are updated according to the latest syllabus, providing you with the tools needed to review and test your knowledge.
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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?
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 conda environment. After running this
command, you get a network timeout error.
What might be missing from your networking configuration?
Which Oracle Cloud Infrastructure (OCI) service should you use to create and run Spark
applications using ADS?
You train a model to predict housing prices for your city. Which two metrics from the
Accelerated Data Science (ADS) ADSEvaluator class can you use to evaluate the regression model?
You have created a conda environment in your notebook session. This is the first time you are
working with published conda environments. You have also created an Object Storage bucket with
permission to manage the bucket.
Which two commands are required to publish the conda environment?
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