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NEW QUESTION: 1
A set of CSV files contains sales records. All the CSV files have the same data schema.
Each CSV file contains the sales record for a particular month and has the filename sales.csv. Each file in stored in a folder that indicates the month and year when the data was recorded. The folders are in an Azure blob container for which a datastore has been defined in an Azure Machine Learning workspace. The folders are organized in a parent folder named sales to create the following hierarchical structure:
At the end of each month, a new folder with that month's sales file is added to the sales folder.
You plan to use the sales data to train a machine learning model based on the following requirements:
* You must define a dataset that loads all of the sales data to date into a structure that can be easily converted to a dataframe.
* You must be able to create experiments that use only data that was created before a specific previous month, ignoring any data that was added after that month.
* You must register the minimum number of datasets possible.
You need to register the sales data as a dataset in Azure Machine Learning service workspace.
What should you do?
A. Create a tabular dataset that references the datastore and explicitly specifies each 'sales/mm-yyyy/ sales.csv' file. Register the dataset with the name each month as a new version and with a tag named month indicating the month and year it was registered. Use this dataset for all experiments, identifying the version to be used based on the
B. Create a tabular dataset that references the datastore and specifies the path 'sales/*/sales.csv', register the dataset with the name sales_dataset and a tag named month indicating the month and year it was registered, and use this dataset for all experiments.
C. Create a new tabular dataset that references the datastore and explicitly specifies each 'sales/mm-yyyy/ sales.csv' file every month. Register the dataset with the name sales_dataset_MM-YYYY each month with appropriate MM and YYYY values for the month and year. Use the appropriate month-specific dataset for experiments.
D. Create a tabular dataset that references the datastore and explicitly specifies each 'sales/mm-yyyy/ sales.csv' file every month. Register the dataset with the name sales_dataset each month, replacing the existing dataset and specifying a tag named month indicating the month and year it was registered. Use this dataset for all experiments.
Answer: B
Explanation:
Explanation
Specify the path.
Example:
The following code gets the workspace existing workspace and the desired datastore by name. And then passes the datastore and file locations to the path parameter to create a new TabularDataset, weather_ds.
from azureml.core import Workspace, Datastore, Dataset
datastore_name = 'your datastore name'
# get existing workspace
workspace = Workspace.from_config()
# retrieve an existing datastore in the workspace by name
datastore = Datastore.get(workspace, datastore_name)
# create a TabularDataset from 3 file paths in datastore
datastore_paths = [(datastore, 'weather/2018/11.csv'),
(datastore, 'weather/2018/12.csv'),
(datastore, 'weather/2019/*.csv')]
weather_ds = Dataset.Tabular.from_delimited_files(path=datastore_paths)
NEW QUESTION: 2
Universal Containers has created a new LightningCommunity in the sandbox using the partner central template. The partner Community is built using standard Lightning components, custom Lightning components, and object pages. What should the admin use to migrate changes from sandbox to production?
Select one or more of the following:
A. Force.com IDE
B. Template export
C. Change sets
D. Metadata AP
Answer: C
NEW QUESTION: 3
Which two elements are valid in the BGP path selection algorithm? (Choose two.)
A. highest multi-exit discriminator
B. lowest multi-exit discriminator
C. highest local preference value
D. lowest local preference value
Answer: B,C
NEW QUESTION: 4
Sie sind der Projektmanager, der ein Projekt zum Entwerfen eines neuen Autos verwaltet. Um den idealen Rahmen für die Fahrzeugqualität zu ermitteln, versucht der Qualitätsmanager des Unternehmens, Faktoren wie: Komfort, Sicherheit, Stabilität und Höhe eines Fahrzeugs. Dadurch erhält das neue Auto die besten Eigenschaften und die Kosten bleiben angemessen. Die Identifizierung solcher Variablen, die das Produkt oder den Prozess in der Entwicklung beeinflussen, heißt?
A. Statistische Stichprobe
B. Benchmarking
C. Versuchsplanung
D. Brainstorming
Answer: C