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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: Oracle Machine Learning Fundamentals | 15% | - Machine learning concepts and paradigms
|
| Topic 3: Building and Evaluating Models | 25% | - Model development and validation
|
| Topic 4: OML Notebooks and Environment | 15% | - Workspace and notebook management
|
| Topic 5: AutoML and Model Management | 15% | - Automated machine learning
|
| Topic 6: Data Preparation and Exploration | 20% | - Data access and transformation
|
Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:
1. Which is NOT a supervised learning algorithm?
A) Stepwise Linear Regression
B) Naïve Bayes
C) Support Vector Machines
D) Decision Tree
E) Hierarchical K-Means
2. What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?
A) Model selection, Algorithm selection
B) Algorithm selection, Feature selection. Model tuning
C) Model selection, Algorithm selection
D) Model tuning. Algorithm selection. Feature selection
3. In which format is an Oracle Machine Learning Notebooks notebook saved or exported?
A) custom binary format
B) JSON
C) XML
D) CSV
4. Which type of machine learning algorithm is used to deal with noise in incoming data?
A) Regression
B) Clustering
C) Classification
D) Dimensionality Reduction
5. 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) Support Vector Machine (Regression)
C) Generalized Linear Model (Regression)
D) One-Class Support Vector Machine
E) Generalized Linear Model (Classification)
F) Explicit Semantic Analysis
Solutions:
| Question # 1 Answer: E | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: C,D,F |
