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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionObjectives
Topic 1: Oracle Machine Learning Environment- Oracle Machine Learning Components
  • 1. Notebook Sharing and Permissions
  • 2. Job Scheduling
  • 3. User and Workspace Management
  • 4. OML Notebooks
  • 5. Workspaces and Templates
Topic 2: Oracle Machine Learning Notebooks- Notebook Development
  • 1. Collaboration Features
  • 2. Notebook Templates
  • 3. SQL Notebooks
  • 4. Notebook Forms
  • 5. Python Notebooks
Topic 3: Oracle Machine Learning Fundamentals- Machine Learning Concepts
  • 1. Unsupervised Learning
  • 2. Regression
  • 3. Clustering
  • 4. Anomaly Detection
  • 5. Supervised Learning
  • 6. Classification
Topic 4: Administration and Security- Administration Tasks
  • 1. Workspace Administration
  • 2. Privileges and Roles
  • 3. Security and Access Control
  • 4. User Administration
Topic 5: Building and Evaluating Models- Model Development
  • 1. Clustering Models
  • 2. Model Evaluation
  • 3. Classification Models
  • 4. Model Scoring
  • 5. Regression Models
  • 6. Association Rules
Topic 6: AutoML and In-Database Machine Learning- Automated Machine Learning
  • 1. AutoML Experiments
  • 2. Feature Selection
  • 3. Model Tuning
  • 4. Algorithm Selection
Topic 7: Data Preparation and Exploration- Data Analysis
  • 1. Data Collection
  • 2. Data Transformation
  • 3. Missing Value Treatment
  • 4. Data Visualization
  • 5. Feature Engineering
  • 6. Normalization

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question 1

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

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


Question 2

Which is a FALSE statement regarding Oracle Machine Learning (OML)?

A. OML provides integration with open source Python and R statistical analysis functions.
B. OML offerings need a separate data visualization tool for creating visualization.
C. OML provides univariate and multivariate statistics.
D. OML provides scalable statistical functions though OML4Py and OML4R.


Question 3

What is the correct sequence of creating items in Oracle Machine Learning (OML) Notebooks when setting up a new Autonomous Database instance?

A. Notebook, Job, Project, OML User
B. Job, Project, Workspace, Notebook
C. OML User, Notebook, Job
D. Workspace, OML User, Notebook, Jobs


Question 4

Which step is not required to be performed by an administrator when adding a new user to Oracle Machine Learning (OML) Notebooks?

A. Add the user's name and email ID in the Oracle Machine Learning User Management interface.
B. Create an OML username and password for the user in the Oracle Machine Learning User Management interface.
C. Provide the user with Autonomous Database client wallet for remote credentials.
D. Issue grant commands on tables from other schemas to allow access from shared notebooks.


Question 5

An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options? (Choose three.)

A. Data Source
B. Parameters
C. Prediction Target
D. Algorithm
E. Prediction Type


Solutions:

Question 1
Answer: C
Question 2
Answer: B
Question 3
Answer: A
Question 4
Answer: C
Question 5
Answer: A,C,E

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