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| Section | Objectives |
|---|---|
| Topic 1: Model Deployment and Management | - Deploying machine learning models in Oracle Autonomous Database - Model lifecycle management and monitoring |
| Topic 2: Oracle Machine Learning Notebooks | - Using OML Notebooks for data science workflows - SQL and Python integration in OML |
| Topic 3: Data Preparation and Exploration | - Feature selection and data preprocessing techniques - Data loading and transformation using SQL and Oracle tools |
| Topic 4: Introduction to Oracle Machine Learning and Autonomous Database | - Machine learning capabilities in Autonomous Database - Oracle Autonomous Database architecture overview |
| Topic 5: Model Building and Evaluation | - Model evaluation and performance metrics - Applying machine learning algorithms in Autonomous Database |
Question 1
You have shared your workspace with other users. You want to allow them to run and update the notebooks. However, you do not want to provide the ability to schedule the jobs to run notebooks.
Which permission should be granted to other users?
A. Viewer
B. Developer
C. Manager
D. Admin
Question 2
Which three types of templates are available in Oracle Machine Learning Notebooks?
A. Personal templates
B. Example templates
C. Shared templates
D. Custom templates
E. Public templates
Question 3
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. Neural Networks (Regression)
B. One-Class Support Vector Machine
C. Generalized Linear Model (Regression)
D. Generalized Linear Model (Classification)
E. Explicit Semantic Analysis
F. Support Vector Machine (Regression)
Question 4
Which is NOT a supervised learning algorithm?
A. Hierarchical K-Means
B. Decision Tree
C. Support Vector Machines
D. Naïve Bayes
E. Stepwise Linear Regression
Question 5
Which feature of Oracle Machine Learning Notebooks should you use for data analysis, data discovery, data visualization, and collaboration on Oracle Autonomous Database?
A. Job
B. Notebook
C. Workspace
D. Project
Solutions:
| Question 1 Answer: A | Question 2 Answer: A,B,C | Question 3 Answer: B,C,E | Question 4 Answer: A | Question 5 Answer: B |
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