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Oracle 1z0-1096-22 certification exam is designed for individuals who want to demonstrate their proficiency in using Oracle Machine Learning with Autonomous Database. Oracle Machine Learning using Autonomous Database 2022 Specialist certification is intended for data scientists, machine learning engineers, and other IT professionals who want to gain expertise in using Oracle's powerful machine learning tools and techniques to analyze and process data.
NEW QUESTION # 37
Which three are unsupervised machine learning algorithms?
- A. Association rule
- B. Random Forest
- C. Logistical Regression
- D. Principal Component Analysis
- E. Naive Bayes
- F. K-means clustering
Answer: A,D,F
Explanation:
Unsupervised machine learning uses a more independent approach, in which a computer learns to identify complex processes and patterns without a human providing close, constant guidance. Unsupervised machine learning involves training based on data that does not have labels or a specific, defined output. To continue the childhood teaching analogy, unsupervised machine learning is akin to a child learning to identify fruit by observing colors and patterns, rather than memorizing the names with a teacher's help. The child would look for similarities between images and separate them into groups, assigning each group its own new label. Examples of unsupervised machine learning algorithms include k-means clustering, principal and independent component analysis, and association rules.
NEW QUESTION # 38
You want to analyze the spike in sales during weekends in India (Saturday and Sunday) and also perform a similar analysis for weekends in Dubai (Friday and Saturday). You will be reusing these notebooks in similar situations over time. You do not want to share them with other users.
Which template should you use?
- A. Personal
- B. Example
- C. Shared
- D. Public
Answer: A
NEW QUESTION # 39
Which of the following is not type of a workspace permission that can be granted to other users?
- A. Developer
- B. Manager
- C. Contributor
- D. Viewer
Answer: C
NEW QUESTION # 40
Which three services can be used to access Oracle Machine Learning Notebooks? (Choose three.)
- A. Autonomous JSON Database
- B. Autonomous Data Warehouse
- C. Autonomous Dedicated Infrastructure
- D. Autonomous Transaction Processing
- E. Oracle Application Express
Answer: A,B,D
Explanation:
Explanation
Oracle Machine Learning Notebooks Increase data scientist and developer productivity and reduce their learning curve with familiar open source-based Apache Zeppelin notebook technology. Note-books support SQL, PL/SQL, Python, and markdown interpreters for Oracle Autonomous Database so users can work with their language of choice when developing models. View interactive product tour Oracle Machine Learning Notebooks with Autonomous Data Warehouse documentation Oracle Machine Learning Notebooks with Autonomous Transaction Processing documentation Oracle Machine Learning Notebooks with Autonomous JSON Database documentation
NEW QUESTION # 41
An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options?
(Choose three.)
- A. Algorithm
- B. Parameters
- C. Data Source
- D. Prediction Type
- E. Prediction Target
Answer: C,D,E
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml-automl-ui/amlui/create-experiment.html
NEW QUESTION # 42
Examine the output:
- A. SET SQLFORMAT FIXED
- B. SET SQLFORMAT DELIMITED
- C. SET SQLFORMAT LOADER
- D. SET SQLFORMAT ANSICONSOLE
Answer: C
NEW QUESTION # 43
Which is NOT a supervised learning algorithm?
- A. Naive Bayes
- B. Hierarchical K-Means
- C. Decision Tree
- D. Support Vector Machines
- E. Stepwise Linear Regression
Answer: A
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml4py/1/mlpug/about-machine-learning-algorithm
NEW QUESTION # 44
Which two templates are supported while saving a notebook?
- A. Shared
- B. Personal
- C. Example
- D. Public
Answer: A,B
Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/notebooks-templates.html
NEW QUESTION # 45
You have created a notebook and want to run the notebook on a periodic schedule. How should you achieve this?
- A. You cannot run the notebook on the scheduled time.
- B. You need to contact the database administrator to configure the notebook to run at a particular time.
- C. You have to login as the admin user and schedule a job to run the notebook.
- D. You can create a job and schedule it to run a specific notebook.
Answer: D
NEW QUESTION # 46
In an Oracle Machine Learning notebook, which is the correct syntax for starting a SQL script in Scratchpad?
- A. Ssql
- B. @sql
- C. %sql
- D. #sql
Answer: C
NEW QUESTION # 47
You are using Oracle Machine Learning with Autonomous Database for the first time. After creating an Autonomous Database, what is the next step that you have to perform?
- A. Create an OML user
- B. Connect to the Database
- C. Create a compartment
- D. Create an ML notebook
Answer: A
Explanation:
https://docs.oracle.com/en/cloud/paas/autonomous-database/oml-tour/
NEW QUESTION # 48
Examine the command:
%sql
SELECT CUST_MARITAL_STATUS, MEDIAN <COST_CREDIT__LIMIT)
FROM SH. CUSTOMERS GROUP BY CUST_MARITAL_STATUS;
Which statement is true about running this command where the table has columns cust_maritax._statu3 (VARCHAR2) and cost_credit_limit (number) with 100k rows of non-null data?
- A. It will return the marital status and credit limit of each customer.
- B. It will return the median value of customer credit limit grouped by marital status.
- C. It will return an error.
- D. It will return a customer's marital status and credit limit grouped by marital status
Answer: B
NEW QUESTION # 49
You have created a workspace in Oracle Machine Learning Notebooks and want to share it with collaborators by granting permissions to access your workspace. You want to enable other users to run and modify your notebooks but do not want to provide the ability to schedule jobs that run your notebooks.
Which permission type should be granted to this user?
- A. Manager
- B. Developer
- C. Viewer
- D. Editor
Answer: B
NEW QUESTION # 50
Which notebook technology is used for Oracle Machine Learning in Oracle Autonomous Database?
- A. Jupyter Notebook
- B. Zeppelin Notebook
- C. Polynote
- D. Google Colab
Answer: B
NEW QUESTION # 51
Which two statements are true about OML AutoML UI? (Choose two.)
- A. An Experiment returns a single machine learning model, on successful execution Pro-vides Classification Prediction Type for numeric data and Regression Prediction Type for non-numeric data.
- B. An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
- C. Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
- D. When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.
Answer: B,C
Explanation:
https://www.oracle.com/a/tech/docs/otn-batch1/oml-automl-ui-tech-brief.pdf https://docs.oracle.com/en/database/oracle/machine-learning/oml-automl-ui/amlui/create-experiment.html
NEW QUESTION # 52
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The Oracle 1z0-1096-22 exam covers a wide range of topics related to machine learning, including data preparation, feature engineering, model training, model evaluation, and deployment. Candidates will be tested on their ability to work with various machine learning algorithms, such as regression, classification, clustering, and neural networks. Additionally, the exam will assess their knowledge of the Oracle Autonomous Database platform, including its key features and capabilities, such as automatic indexing, automatic SQL tuning, and automatic patching. Overall, the Oracle 1z0-1096-22 exam is an excellent way for professionals to showcase their expertise in machine learning and to demonstrate their ability to work with one of the most powerful and innovative database technologies in the market.
Oracle 1z0-1096-22 exam is designed for professionals who are interested in developing their knowledge and skills in the field of machine learning using the autonomous database. Oracle Machine Learning using Autonomous Database 2022 Specialist certification exam validates the expertise of individuals in implementing machine learning solutions using Oracle Autonomous Database. 1z0-1096-22 exam is essential for professionals who want to demonstrate their expertise in machine learning and autonomous databases to their employers and clients.
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