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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 building a model and need input that represents data as morning, afternoon, or evening. However, the data contains a time stamp. What part of the Data Science life cycle would you be in when creating the new variable?
Using Oracle AutoML, you are tuning hyperparameters on a supported model class and have
specified a time budget. AutoML terminates computation once the time budget is exhausted. What
would you expect AutoML to return in case the time budget is exhausted before hyperparameter
tuning is completed?
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?
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?
