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Oracle 1z0-1096-22 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation and Exploration | - Data loading and transformation using SQL and Oracle tools - Feature selection and data preprocessing techniques |
| Model Building and Evaluation | - Applying machine learning algorithms in Autonomous Database - Model evaluation and performance metrics |
| Introduction to Oracle Machine Learning and Autonomous Database | - Oracle Autonomous Database architecture overview - Machine learning capabilities in Autonomous Database |
| Model Deployment and Management | - Deploying machine learning models in Oracle Autonomous Database - Model lifecycle management and monitoring |
| Oracle Machine Learning Notebooks | - SQL and Python integration in OML - Using OML Notebooks for data science workflows |
Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:
1. 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
2. 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) Feature Selection
B) Adaptive Sampling
C) Algorithm Selection
D) Hyperparameter Tuning
E) Model Selection
3. Which two Oracle Cloud services are Integrated with Oracle Machine Learning?
A) Oracle GoldenGate
B) Oracle Autonomous Database
C) Oracle Analytics Cloud
D) Oracle Stream Analytics
4. To navigate to a specific notebook provided by another user, which is the correct workflow?
A) Change user > Open notebook > Create project
B) Change project > Change workspace > Open notebook
C) Select workspace > Select project > List notebooks > Open notebook
D) Create user > Change workspace > Open notebook
5. Which three tasks can be performed by an Oracle Machine Learning (OML) user with the Developer role?
A) Create and run scratchpads.
B) Create and run OML notebooks.
C) Create other OML users.
D) Transfer OML workspace to other users.
E) Edit Example templates.
F) Share notebooks.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: B,C | Question # 4 Answer: C | Question # 5 Answer: A,B,F |
