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Oracle 1z0-1096-22 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Administration and Security | 10% | - Access control and privileges
|
| Topic 2: Building and Evaluating Models | 25% | - Model development and validation
|
| Topic 3: Data Preparation and Exploration | 20% | - Data access and transformation
|
| Topic 4: Oracle Machine Learning Fundamentals | 15% | - Machine learning concepts and paradigms
|
| Topic 5: OML Notebooks and Environment | 15% | - Workspace and notebook management
|
| Topic 6: AutoML and Model Management | 15% | - Automated machine learning
|
Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:
1. You are tasked with building a predictive model that can estimate the price of houses, based on attributes like number of rooms, square-footage (size), location, neighborhood attributes, year built among others.
Which three algorithms can you use to produce such a model with Oracle Machine Learning?
A) One-Class Support Vector Machine
B) Generalized Linear Model (Classification)
C) Support Vector Machine (Regression)
D) Neural Networks (Regression)
E) Explicit Semantic Analysis
F) Generalized Linear Model (Regression)
2. Examine the output:
A) SET SQLFORMAT DELIMITED
B) SET SQLFORMAT FIXED
C) SET SQLFORMAT LOADER
D) SET SQLFORMAT ANSICONSOLE
3. Which step is not required to be performed by an administrator when adding a new user to Oracle Machine Learning (OML) Notebooks?
A) Issue grant commands on tables from other schemas to allow access from shared notebooks.
B) Add the user's name and email ID in the Oracle Machine Learning User Management interface.
C) Create an OML username and password for the user in the Oracle Machine Learning User Management interface.
D) Provide the user with Autonomous Database client wallet for remote credentials.
4. Which statement is FALSE about Oracle Machine Learning (OML) Notebooks?
A) When visualizing a 1 million row database data using the built-in Zeppelin visualizers, OML will by default display the results on the entire table.
B) You can set the output format in SQL paragraphs of a notebook.
C) You can share notebooks with Import/Export operations.
D) Within notebook paragraphs you can switch between data views of tables, pie charts, bar charts, line plots and scatter plots.
5. Which two components support in-database automatic machine learning (AutoML) functionality?
A) OML4R
B) OML AutoML UI
C) Oracle Data Miner
D) OML Services a
E) OML4Py
F) OML4SQL
Solutions:
| Question # 1 Answer: A,E,F | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: B,E |







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