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| Section | Objectives |
|---|---|
| Introduction to Oracle Machine Learning and Autonomous Database | - Machine learning capabilities in Autonomous Database - Oracle Autonomous Database architecture overview |
| Model Building and Evaluation | - Applying machine learning algorithms in Autonomous Database - Model evaluation and performance metrics |
| Oracle Machine Learning Notebooks | - SQL and Python integration in OML - Using OML Notebooks for data science workflows |
| Data Preparation and Exploration | - Data loading and transformation using SQL and Oracle tools - Feature selection and data preprocessing techniques |
| Model Deployment and Management | - Deploying machine learning models in Oracle Autonomous Database - Model lifecycle management and monitoring |
1. Which type of user has access to the Oracle Machine Learning User Management interface?
A) Manager
B) Guest
C) Administrator
D) Developer
2. Which three are unsupervised machine learning algorithms?
A) Principal Component Analysis
B) K-means clustering
C) Association rule
D) Logistical Regression
E) Random Forest
F) Naive Bayes
3. Examine the command:
%script
SET SQLFORMAT ANSICONSOLE
What is the output of a query if this sqlformat is set?
A) It formats and resizes the output columns to the width of the data to save space.
B) It formats the output columns to add ANSI characters as the delimiter string.
C) It formats the output columns with fixed-width columns with data enclosed in double quotation marks.
D) It formats the output columns to return ANSI characters.
4. Which step in the AutoML pipeline involves reducing the size of the large data set into a small-er data set that adequately represents the original?
A) Hyperparameter Tuning
B) Algorithm Selection
C) Adaptive Sampling
D) Model Selection
E) Feature Selection
5. Which two types of permissions allow you tables and run any script on an owner's account?
A) Manager
B) Viewer
C) Guest
D) Developer
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,B,C | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: A,D |
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