1z0-1096-22 Exam Questions Dumps, Selling Oracle Products
1z0-1096-22 Cert Guide PDF 100% Cover Real Exam Questions
To prepare for the Oracle 1z0-1096-22 exam, candidates need to have a good grasp of machine learning concepts, such as supervised and unsupervised learning, regression, classification, clustering, and deep learning. Additionally, candidates must also be familiar with programming languages like Python and R, and have some experience in data preparation and visualization. They should also have a good understanding of database management concepts, particularly Oracle Autonomous Database.
The certification exam covers a wide range of topics related to Oracle Machine Learning, including data preparation, data exploration, model development, model evaluation, and deployment. Candidates are expected to have a good understanding of machine learning algorithms and techniques, as well as experience working with large datasets and data visualization tools.
NEW QUESTION # 23
Which category of machine learning algorithms does One-Class SVM fall under?
- A. Classification
- B. Anomaly Detection
- C. Clustering
- D. Regression
Answer: B
Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml4sql/21/mlsql/oracle-machine-learning-sql-guide.pdf
NEW QUESTION # 24
A user with Developer permission is trying to create a job on an existing notebook that is shared. However, the user is unable to do so. What is the reason?
- A. The notebook contains code with syntax errors, which need to be corrected first.
- B. A developer cannot create jobs for notebooks that are shared.
- C. The user requires the Create Job role.
- D. The specified job already exists.
Answer: B
NEW QUESTION # 25
Which notebook technology is used for Oracle Machine Learning in Oracle Autonomous Database?
- A. Polynote
- B. Zeppelin Notebook
- C. Google Colab
- D. Jupyter Notebook
Answer: B
NEW QUESTION # 26
When running which type of code must you use %script in Oracle Machine Learning Note-books?
- A. JSON script
- B. PL/SQL script
- C. JavaScript
- D. SQL script
Answer: B
Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/use-scratchpad.html
NEW QUESTION # 27
You want to predict which customers are likely to increase spending if given an additional credit card. Your task is to build a model using demographic and aggregated credit card data for customers who have used similar cards in the past.
Which machine learning technique should you use to achieve this?
- A. Classification
- B. Attribute Importance
- C. Feature Extraction
- D. Regression
Answer: B
NEW QUESTION # 28
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. Hyperparameter Tuning
- B. Adaptive Sampling
- C. Algorithm Selection
- D. Model Selection
- E. Feature Selection
Answer: E
Explanation:
Explanation
https://oralytics.com/2021/03/15/oml4py-automl-an-example/
NEW QUESTION # 29
Which two templates are supported while saving a notebook?
- A. Example
- B. Shared
- C. Personal
- D. Public
Answer: B,C
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/notebooks-templates.html
NEW QUESTION # 30
Which option would you use to load data from Object Storage into an Oracle Autonomous Da-tabase?
- A. SQL*Loader
- B. DBMS_Cloud package
- C. Expdp
- D. Oracle SQL Developer Web
Answer: B
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 rec-ommends uploading the source files to a cloud-based object store, such as Oracle Cloud Infrastruc-ture 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 Stor-age 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 # 31
Which three tasks can be performed by an Oracle Machine Learning (OML) user with the Developer role?
- A. Create and run scratchpads.
- B. Edit Example templates.
- C. Transfer OML workspace to other users.
- D. Create and run OML notebooks.
- E. Share notebooks.
- F. Create other OML users.
Answer: A,D,E
NEW QUESTION # 32
Which two are required by an administrator while adding a new user to Oracle Machine Learning (OML) Notebooks?
- A. OML username and password
- B. Wallet information to connect to ADB
- C. User's name and email ID
- D. Autonomous Database (ADB) name
- E. Privileges to be provided
Answer: A,C
NEW QUESTION # 33
Examine the output:
- A. SET SQLFORMAT LOADER
- B. SET SQLFORMAT FIXED
- C. SET SQLFORMAT DELIMITED
- D. SET SQLFORMAT ANSICONSOLE
Answer: A
NEW QUESTION # 34
Which three are supervised machine learning algorithms?
- A. Support Vector Machines
- B. Association rule
- C. Random Forest
- D. Linear Regression
- E. K-means clustering
Answer: B,E
NEW QUESTION # 35
Which category of machine learning algorithms does One-Class SVM fall under?
- A. Classification
- B. Anomaly Detection
- C. Clustering
- D. Regression
Answer: B
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml4sql/21/mlsql/oracle-machine-learning-sql-guid
NEW QUESTION # 36
Which output formats are supported by the SET SQLFORMAT command? (Choose three.)
- A. HTML
- B. TXT
- C. CSV
- D. JSON
Answer: A,C,D
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/output-formats-supported-set
NEW QUESTION # 37
An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options? (Choose three.)
- A. Parameters
- B. Algorithm
- C. Prediction Target
- D. Data Source
- E. Prediction Type
Answer: C,D,E
Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml-automl-ui/amlui/create-experiment.html
NEW QUESTION # 38
Which three Oracle Machine Learning (OML) Notebooks capabilities are enabled when an OML user is created with the oml_developer role? (Choose three.)
- A. Create and execute OML Notebooks.
- B. Save scripts to the Python script repository.
- C. Transfer OML workspace to other users.
- D. Share notebooks with other OML users.
Answer: A,B,D
NEW QUESTION # 39
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