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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Building and Evaluating Models | 25% | - Model development and validation
|
| Topic 2: AutoML and Model Management | 15% | - Automated machine learning
|
| Topic 3: Data Preparation and Exploration | 20% | - Data access and transformation
|
| Topic 4: Administration and Security | 10% | - Access control and privileges
|
| Topic 5: Oracle Machine Learning Fundamentals | 15% | - Machine learning concepts and paradigms
|
| Topic 6: OML Notebooks and Environment | 15% | - Workspace and notebook management
|
1. Which three types of templates are available in Oracle Machine Learning Notebooks?
A) Custom templates
B) Personal templates
C) Shared templates
D) Public templates
E) Example templates
2. You have created a notebook and want to run the notebook on a periodic schedule. How should you achieve this?
A) You need to contact the database administrator to configure the notebook to run at a particular time.
B) You can create a job and schedule it to run a specific notebook.
C) You have to login as the admin user and schedule a job to run the notebook.
D) You cannot run the notebook on the scheduled time.
3. What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?
A) Algorithm selection, Feature selection. Model tuning
B) Model tuning. Algorithm selection. Feature selection
C) Model selection, Algorithm selection
D) Model selection, Algorithm selection
4. How can you share a notebook with multiple developers for a collaborative effort with notebook editing?
A) You can share notebooks if you have Developer permissions.
B) You create different notebooks, edit separately, and merge later.
C) Notebooks cannot be shared for collaborating with other users.
D) You can share notebooks if you have Viewer permissions.
5. A user with Developer permission is trying to create a job on an existing notebook that is shared. However, the user is unable to do so. What is the reason?
A) The specified job already exists.
B) The user requires the Create Job role.
C) A developer cannot create jobs for notebooks that are shared.
D) The notebook contains code with syntax errors, which need to be corrected first.
Solutions:
| Question # 1 Answer: B,C,E | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: C |
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