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| Section | Weight | Objectives |
|---|---|---|
| Building and Evaluating Models | 25% | - Model development and validation
|
| AutoML and Model Management | 15% | - Automated machine learning
|
| OML Notebooks and Environment | 15% | - Workspace and notebook management
|
| Data Preparation and Exploration | 20% | - Data access and transformation
|
| Administration and Security | 10% | - Access control and privileges
|
| Oracle Machine Learning Fundamentals | 15% | - Machine learning concepts and paradigms
|
1. Which three services can be used to access Oracle Machine Learning Notebooks? (Choose three.)
A) Autonomous Dedicated Infrastructure
B) Autonomous Transaction Processing
C) Autonomous Data Warehouse
D) Autonomous JSON Database
E) Oracle Application Express
2. Which two templates are supported while saving a notebook?
A) Shared
B) Example
C) Personal
D) Public
3. What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?
A) Model selection, Algorithm selection
B) Model selection, Algorithm selection
C) Model tuning. Algorithm selection. Feature selection
D) Algorithm selection, Feature selection. Model tuning
4. Which four actions would typically be performed during the data preparation step for analyzing data with Oracle Machine Learning?
A) numeric data normalization
B) missing value replacement
C) data collection from various sources
D) performing feature engineering, such as creating derived variables
E) binning of numeric data
F) building a machine learning model
5. What is the correct sequence of creating items in Oracle Machine Learning (OML) Notebooks when setting up a new Autonomous Database instance?
A) Job, Project, Workspace, Notebook
B) Notebook, Job, Project, OML User
C) OML User, Notebook, Job
D) Workspace, OML User, Notebook, Jobs
Solutions:
| Question # 1 Answer: B,C,D | Question # 2 Answer: A,C | Question # 3 Answer: D | Question # 4 Answer: A,B,C,D | Question # 5 Answer: B |
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