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Download Oracle Machine Learning using Autonomous Database 2022 Specialist Exam Dumps

NEW QUESTION 54
Which step in the AutoML pipeline involves reducing the size of the large data set into a smaller data set that adequately represents the original?

• A. Feature Selection
• B. Model Selection
• C. Hyperparameter Tuning
• D. Algorithm Selection
• E. Adaptive Sampling

Answer: A

Explanation:
Explanation
https://oralytics.com/2021/03/15/oml4py-automl-an-example/

NEW QUESTION 55
Which feature of Oracle Machine Learning Notebooks should you use for data analysis, data discovery, data visualization, and collaboration on Oracle Autonomous Database?

• A. Notebook
• B. Workspace
• C. Job
• D. Project

Answer: A

Explanation:
https://docs.oracle.com/en/cloud/paas/autonomous-database/adbsa/create-notebooks-oml.html#GUID-0F489564-A628-478E-9898-1F94B0441026

NEW QUESTION 56
What is the proper workflow for analyzing data in Oracle Machine Learning?

• A. Build the model, prepare the data, evaluate the model, and deploy the model.
• B. Prepare the data, build the model, evaluate the model, and deploy the model.
• C. Get predictions from the model, prepare the data, build the model, and deploy the model
• D. Evaluate the model, prepare the data, build the model, and deploy the model.

Answer: A

NEW QUESTION 57
Which option would you use to load data from Object Storage into an Oracle Autonomous Database?

• A. Oracle SQL Developer Web
• B. SQL*Loader
• C. Expdp
• D. DBMS_Cloud package

Answer: D

Explanation:
Explanation
About Data Loading: Autonomous Database provides the following loading options: You can load data using Oracle Database Actions. You can load data using Oracle Database tools and Oracle or other 3rd party data integration tools. On transaction processing systems you traditionally ingest data through routine transactions or with DML operations. In general you load data from files local to your client computer or from files stored in a cloud-based object store. To load data from files in the cloud, use either Oracle Database Actions or use the Autonomous Database PL/SQL package DBMS_CLOUD to load files from the cloud. For the fastest data loading experience Oracle recommends uploading the source files to a cloud-based object store, such as Oracle Cloud Infrastructure Object Storage, before loading the data into your database. Oracle provides support for loading files that are located locally in your data center, but when using this method of data loading you should factor in the transmission speeds across the Internet which may be significantly slower. For more information on Oracle Cloud Infrastructure Object Storage, see Putting Data into Object Storage and Overview of Object Storage. Note: If you are not using ADMIN user, ensure the user has the necessary privileges for the operations the user needs to perform. See Manage User Privileges on Autonomous Database - Connecting with a Client Tool for more information.

NEW QUESTION 58
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