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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Design and Set Up Data Science Workspace | 15% | - Configure compute shapes, storage, and networking - Manage access control, security, and IAM integration - Create and manage projects and notebook sessions |
| Topic 2: Apply MLOps Practices | 20% | - Model monitoring, drift detection, and performance tracking - ML pipelines, automation, and reproducibility - Governance, auditing, and compliance |
| Topic 3: Integrate Related OCI Services | 10% | - Use OCI AI and data services with Data Science - Integration with OCI Object Storage, Vault, and Networking |
| Topic 4: OCI Data Science - Introduction & Configuration | 10% | - Tenancy and environment configuration for Data Science - Overview and core concepts of OCI Data Science - Capabilities of the Accelerated Data Science (ADS) SDK |
| Topic 5: Implement End-to-End Machine Learning Lifecycle | 45% | - Deploy models and manage endpoints - Model development, training, and evaluation - Data preparation, exploration, and transformation - Use AutoML and built-in algorithms - Model saving, cataloging, and versioning |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
1. During a job run, you receive an error message that no space is left on your disk device. To solve the problem, you must increase the size of the job storage. What would be the most efficient way to do this with Data Science Jobs?
A) Edit the job, change the size of the storage of your job, and start a new job run
B) Your code using too much disk space. Refactor the code to identify the problem
C) On the job run, set the environment variable that helps increase the size of the storage
D) Create a new job with increased storage size and then run the job
2. You want to make API calls against other OCI services from your instance without configuring user credentials. How would you achieve this?
A) No configuration is required for making API calls
B) Create a group and add a policy
C) Create a dynamic group and add a policy
D) Create a dynamic group and add your instance
3. You have trained a binary classifier for a loan application and saved this model into the model catalog. A colleague wants to examine the model, and you need to share the model with your colleague. From the model catalog, which model artifacts can be shared?
A) Metadata, hyperparameters, metrics only
B) Model metadata and hyperparameters only
C) Models, model metadata, hyperparameters, metrics
D) Models and metrics only
4. You’re going to create an Oracle Cloud Infrastructure Anomaly Detection model for multivariate dat a. Where do you need to store the training data?
A) Your local machine
B) Autonomous Data Warehouse
C) MySQL database
D) Object Storage Bucket
5. Which type of firewalls are designed to protect against web application attacks, such as SQL injection and cross-site scripting?
A) Incident firewall
B) Web Application Firewall
C) Packet filtering firewall
D) Stateful inspection firewall
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: B |
