AI/ML with Oracle Cloud

AI/ML with Oracle Cloud

Oracle Infrastructure Services

Register for Oracle Cloud Free Tier

Oracle AI Main services

• Digital Assistant
• Document Understanding
• Language
• Vision
• Speech
• Stream
• Cloud Infra Automation

Generative AI

Generative AI is a fully managed Oracle Cloud Infrastructure service that provides a set of state-of-the-art, customizable large language models (LLMs) that cover a wide range of use cases, including chat, text generation, summarization, and creating text embeddings.

• Chat: Ask questions and get conversational responses through an AI chatbot.
• Generation: Prompt the large language models (LLMs) to generate text or extract information from your text.
• Summarization : Summarize text with your instructed format, length, and tone.
• Embedding : Convert text to vector embeddings to use in applications for semantic searches, recommender systems, text classification, or text clustering.

Generative AI Services

• Pretrained Foundational Models cohere.command, meta-llama, cohere.embed
• Using the Large Language Models (LLMs)
• Fine-Tuning the Base Models: Tasks for fine-tuning a pretrained model and hosting the fine-tuned model.
  • Create the training dataset.
  • Add the dataset to an Object Storage bucket.
  • Create a fine-tuning dedicated AI cluster.
  • Create a new custom model or create a new version from an existing model on the fine-tuning dedicated AI cluster.
  • Create a hosting dedicated AI cluster.
  • Create an endpoint for the custom model on the hosting dedicated AI cluster.
  • Run the custom model in the playground.
• Managing the Custom Models
• Managing an Endpoint
• Integrating the Models
  • LlamaIndex Integration
  • LangChain Integration
  • Accessing The Code
• Model Limitations
• Calculating Cost
• Service Limits
• Metrics
• Retiring the Models
• Data Handling

Oracle Data Science + AI + ML Services

1. Analytics Cloud
2. Data Labelling
3. Data Science
4. Document Understanding
5. Digital Assistant
6. Generative AI
7. New Generative AI Agents
8. Language
9. Speech
10. Vision

Oracle IOT Services

1. Streaming
2. Anomaly Detection
3. New Fleet Application Management

Oracle Data Labeling Services

• About Data Labeling
• Getting Started
• Datasets
• Records
• Adding and Editing Labels
• Work Requests
• Using the API
• Data Labeling Errors
• Known Issues
• Troubleshooting Data Labeling

Oracle Cloud Infrastructure (All Other) Services

1. Service Essentials
2. Access Governance
3. API Gateway
4. Application Dependency Management
5. Application Performance Monitoring
6. Archive Storage
7. Artifact Registry
8. Audit
9. Automated CEMLI Execution
10. Autonomous Linux
11. Bastion
12. Big Data Service
13. Billing and Cost Management
14. Block Volume
15. Blockchain Platform
16. Certificates
17. Cloud Advisor
18. Cloud Guard
19. Cluster Placement Groups
20. Compartment Quotas
21. Compliance Documents
22. Compute
23. Compute Cloud@Customer
24. Connector Hub
25. Console Dashboards
26. Container Instances
27. Container Registry
28. Content Management
29. Data Catalog
30. Data Flow
31. Data Integration
32. Data Safe
33. Data Transfer
34. Database
35. Database Management
36. Database Migration
37. Database Tools
38. DevOps
39. Disaster Recovery
40. DNS and Traffic Management
41. Email Delivery
42. Events
43. File Storage
44. Functions
45. Fusion Data Intelligence
46. GoldenGate
47. Health Checks
48. HeatWave
49. IAM with Identity Domains
50. IAM without Identity Domains
51. Integration 3
52. Integration Generation 2
53. Java Management
54. Kubernetes Engine
55. Load Balancer
56. Logging
57. Logging Analytics
58. Managed Access
59. Managed Cloud Self Service Platform
60. Management Agent
61. Management Dashboard
62. Media Services
63. Monitoring
64. Network Firewall
65. Network Load Balancer
66. Networking
67. NoSQL Database
68. Notifications
69. Object Storage
70. OCI Cache
71. OCI Control Center
72. OCI Database with PostgreSQL
73. OpenShift Container Platform on OCI
74. Ops Insights
75. Oracle APEX Application Development
76. Oracle Cloud Migrations
77. Oracle Linux
78. OS Management
79. OS Management Hub
80. Process Automation
81. Pulse
82. Queue
83. Resource Manager
84. Resource Scheduler
85. Roving Edge Infrastructure
86. Search
87. Search with OpenSearch
88. New Secure Desktops
89. Security Advisor
90. Security Zones
91. Service Catalog
92. Service Mesh
93. Stack Monitoring
94. Tagging
95. Threat Intelligence
96. Vault
97. Visual Builder
98. Visual Builder Studio
99. VMware Solution
100. Vulnerability Scanning
101. Web Application Acceleration
102. Web Application Firewall
103. New Zero Trust Packet Routing

Oracle AI & Machine Learning - Trial

Oracle Digital Assistant : Up to 51 hours, digital assistants help accomplish tasks through natural language conversations, without having to manage various apps and web sites.

Data Science : Up to 4,700 hours. Build, train, deploy, and manage machine learning models. The platform makes data science collaborative, scalable, and powerful.

Document Understanding: OCI Document Understanding is an AI service that enables developers to extract text, tables, and other key data from document files through APIs and command line interface tools.

Language: OCI Language is a cloud-based AI service for performing sophisticated text analysis at scale

Speech: OCI Speech is an AI service that applies automatic speech recognition technology to transform audio-based content to text

Vision: OCI Vision is an AI service for performing deep-learning-based image analysis at scale.

Sample Deployment on OCI

Deploy e-Commerce Website on Oracle Cloud

Steps:

1. Set up an OCI virtual cloud network (VCN) and related network services so that your host can connect to the internet.
2. Launch Oracle Linux VMs and connect them to your VCN, and then launch an Autonomous Database for storing application data.
3. Deploy a polyglot application and connect it to the Autonomous Database.
4. Expose the application UI to the internet so you can access the application from your browser.

ORACLE RED BULL RACING – Predict the result of the next race

Steps:

1. Set up an OCI virtual cloud network (VCN) and related network services so that your host can connect to the internet.
2. Give you access to login to a Jupyter Notebook with real race data and a lab guide that will help you create models that are ready for the track.
3. Run a preliminary version of the predictor model on some sample data, while giving you the option to re-train the model with additional data and different algorithms.
4. Give you access to a web application where you can predict the results of a race based on certain conditions using our default model or your own custom model.

Cloud Shell

CloudShell provides a collection of pre-installed and pre-authenticated tools readily accessible to users which are updated on a regular basis including:

• OCI Command Line Interface (CLI)
• Source Code Management: Git
• SQL: SQLcl, mysql-community-client
• Kubernetes utilities: kubectl, helm
• Build tools: maven, make
• Provisioning and configuration management: terraform, ansible
• Editors: vim, nano, emacs
• Linux Shells: bash, sh, tmux
• Linux utilities: iputils, jq, wget, zip/unzip, tar (and many more)
• Python tools: pip, iPython
• Typescript/Javascript support: node.js, NPM, nvm
• Docker: Docker engine
• oci-powershell-modules
• GoldenGate Admin client

OCI CLI Commands

Here is a list of Oracle Cloud Infrastructure (OCI) CLI commands with a brief description for each:

1. oci os ns get - Get the Object Storage namespace of your tenancy.
2. oci os bucket create - Create a new Object Storage bucket.
3. oci os bucket delete - Delete an Object Storage bucket.
4. oci os bucket get - Get details of a specific Object Storage bucket.
5. oci os bucket list - List all Object Storage buckets in a compartment.
6. oci os object put - Upload a file to an Object Storage bucket.
7. oci os object get - Download a file from an Object Storage bucket.
8. oci os object delete - Delete an object from an Object Storage bucket.
9. oci os object list - List all objects in an Object Storage bucket.
10. oci compute instance launch - Launch a new compute instance (virtual machine).
11. oci compute instance terminate - Terminate a compute instance.
12. oci compute instance list - List all compute instances in a compartment.
13. oci compute instance get - Get details of a specific compute instance.
14. oci compute instance action - Perform an action (start, stop, reboot) on a compute instance.
15. oci compute image list - List all available compute images.
16. oci compute volume attach - Attach a block volume to a compute instance.
17. oci compute volume detach - Detach a block volume from a compute instance.
18. oci compute volume create - Create a block volume.
19. oci compute volume delete - Delete a block volume.
20. oci compute volume get - Get details of a specific block volume.
21. oci compute volume backup create - Create a backup of a block volume.
22. oci compute volume backup delete - Delete a block volume backup.
23. oci compute volume backup get - Get details of a block volume backup.
24. oci network vcn create - Create a new Virtual Cloud Network (VCN).
25. oci network vcn delete - Delete a Virtual Cloud Network (VCN).
26. oci network vcn get - Get details of a specific VCN.
27. oci network vcn list - List all VCNs in a compartment.
28. oci network subnet create - Create a new subnet in a VCN.
29. oci network subnet delete - Delete a subnet.
30. oci network subnet get - Get details of a specific subnet.
31. oci network subnet list - List all subnets in a VCN.
32. oci network security-list create - Create a new security list.
33. oci network security-list delete - Delete a security list.
34. oci network security-list get - Get details of a specific security list.
35. oci network security-list list - List all security lists in a VCN.
36. oci network route-table create - Create a new route table.
37. oci network route-table delete - Delete a route table.
38. oci network route-table get - Get details of a specific route table.
39. oci network route-table list - List all route tables in a VCN.
40. oci iam user create - Create a new user in OCI.
41. oci iam user delete - Delete a user from OCI.
42. oci iam user get - Get details of a specific user.
43. oci iam user list - List all users in a tenancy.
44. oci iam group create - Create a new group in OCI.
45. oci iam group delete - Delete a group from OCI.
46. oci iam group get - Get details of a specific group.
47. oci iam group list - List all groups in a tenancy.
48. oci iam policy create - Create a new IAM policy.
49. oci iam policy delete - Delete an IAM policy.
50. oci iam policy get - Get details of a specific IAM policy.
51. oci iam policy list - List all IAM policies in a compartment.
52. oci iam availability-domain list - List all availability domains in a tenancy.
53. oci iam region list - List all regions in a tenancy.
54. oci db system launch - Launch a new Database system.
55. oci db system terminate - Terminate a Database system.
56. oci db system list - List all Database systems in a compartment.
57. oci db system get - Get details of a specific Database system.
58. oci db backup create - Create a new Database backup.
59. oci db backup delete - Delete a Database backup.
60. oci db backup get - Get details of a specific Database backup.
61. oci db backup list - List all Database backups in a compartment.
62. oci load-balancer create - Create a new Load Balancer.
63. oci load-balancer delete - Delete a Load Balancer.
64. oci load-balancer get - Get details of a specific Load Balancer.
65. oci load-balancer list - List all Load Balancers in a compartment.
66. oci load-balancer backend create - Create a backend server for a Load Balancer.
67. oci load-balancer backend delete - Delete a backend server from a Load Balancer.
68. oci load-balancer backend get - Get details of a backend server.
69. oci load-balancer backend list - List all backend servers in a Load Balancer.
70. oci dns zone create - Create a new DNS zone.
71. oci dns zone delete - Delete a DNS zone.
72. oci dns zone get - Get details of a specific DNS zone.
73. oci dns zone list - List all DNS zones in a compartment.
74. oci dns record create - Create a DNS record in a zone.
75. oci dns record delete - Delete a DNS record from a zone.
76. oci dns record get - Get details of a specific DNS record.
77. oci dns record list - List all DNS records in a zone.

This list covers the main OCI CLI commands with their purposes, but you can find many more specific commands and options by running oci --help or checking the OCI CLI documentation.

Working with the OCI CLI Container Image

The Oracle Cloud Infrastructure (OCI) Command Line Interface (CLI) Container Image is a Docker image that has the OCI CLI tools pre-installed.

docker run hello-world
docker run -it ubuntu bash

Supported Programming Languages

Following programming languages are supported in Cloud Shell so you can write your own applications:

• Java including multiple versions of Oracle Java as well as GraalVM Enterprise JDK 17
• Python (2 and 3)
• Ruby
• Golang
• JavaScript/NodeJS
• C/C++ using gcc
• sh and bash scripts

Using the OCI Software Development Kits (SDKs)

The OCI Software Development Kits (SDKs) allow you to build and deploy apps that integrate with Oracle Cloud Infrastructure services. Each SDK provides the tools you need to develop an app, including code samples and documentation to create, test, and troubleshoot. In addition, if you want to contribute to the development of the SDKs, they are all open source and available on GitHub.

Cloud Shell installs and updates the version of the OCI SDKs on a regular basis. This means you are always using recent versions of our tools. We also automatically configure your credentials when you launch the Cloud Shell so you do not have to set up keys if you use the default authentication provider.

To get up and running quickly, you can look at the SDK Cloud Shell Quick Starts for each of the languages: https://docs.oracle.com/en-us/iaas/Content/API/Concepts/developerquickstarts.htm

Github Resources for Oracle - OCI SDK.

You can also find source and examples on GitHub for the SDKs.

• Java: https://github.com/oracle/oci-java-sdk
• Python: https://github.com/oracle/oci-python-sdk
• Typescript/JavaScript: https://github.com/oracle/oci-typescript-sdk
• .NET: https://github.com/oracle/oci-dotnet-sdk
• Go: https://github.com/oracle/oci-go-sdk

Code Editor

Cloud Shell integrates seamlessly with the OCI Code Editor, allowing you to edit code, modify scripts, and update service workflows directly from the OCI Console.

The Code Editor lets you browse, view, and edit files in your Cloud Shell home directory and provides a convenient way to perform common code updates for various services, including creating and deploying Functions, editing Terraform configurations used with Resource Manager stacks, and creating and editing an API. It offers the following capabilities that enhance your productivity:

• Built-in integration with OCI services, including Functions, Resource Manager, and Data Science
• Access to Cloud Shell and 30+ cloud-based tools
• Git integration and workspace management
• Rich language support
• Session continuity
• Personalized user experience

Configuring Java Versions

You can use csruntimectl to configure your version of Java.

$ csruntimectl java list

graalvmjdk-17                                                      /usr/lib64/graalvm/graalvm-java17
oraclejdk-1.8                                              /usr/lib/jvm/jdk-1.8.0_421-oracle-aarch64
* oraclejdk-11                                                 /usr/lib/jvm/jdk-11.0.24-oracle-aarch64

You can then set the JDK version by using the command csruntimectl java set

Hit return to show your current JAVA_HOME:

$ echo $JAVA_HOME

/usr/lib/jvm/jdk-11.0.24-oracle-aarch64

Understanding OCI Regions

Your Cloud Shell host (and your home directory) live in the Home Region for your tenancy regardless of what region is selected in the region pull-down menu in the top right corner of the console. This allows your home directory to be available no matter what region you are operating in.

Your current region (the region you have selected in the pull-down) is used when accessing tenancy resources using the OCI Command Line Interface (CLI) or the OCI Software Development Kits (SDKs).

In the current Cloud Shell Session:

• Your Home region is ap-mumbai-1
• Your Console selected region is ap-mumbai-1

Note: The region used by the SDKs/CLIs is “sticky” based on what was selected in the console when your Cloud Shell was opened and persists as long as the session exists. You can identify what region is active by looking at the Cloud Shell prompt. It will look like:

<username>@cloudshell:<directory> (<region>)

If you want to change your region for the CLI/SDK:

• Select a new region in the Console region pull-down menu, near the top of the Console.
• Close and reopen your terminal.

Understanding Network Access from your Cloud Shell

By default, your Cloud Shell uses our Public Network which is provisioned with both a Service Gateway and additionally has egress to the internet. From your Cloud Shell Public Network connection, you can run OCI CLI commands to access tenancy resources and also reach public resources. The access to public resources allows you to perform tasks like using ssh to access public instances, managing public OKE Clusters and pulling from public git repositories.

If you would like to access resources which do not have a public IP, you can instead use a Private Network Connection. Using Private Network Access, you can connect to a subnet (assuming your administrator has granted you permission) that lives in your home region.

See: https://docs.oracle.com/en-us/iaas/Content/API/Concepts/cloudshellintro.htm#Cloud_Shell_Private_Access

Note: No ingress to your Cloud Shell Hosts (in either public or private networks) is supported

Getting More Information

You can find out more about Cloud Shell, the CLI and the SDKs here:

• Cloud Shell Overview: https://docs.oracle.com/en-us/iaas/Content/API/Concepts/cloudshellintro.htm
• OCI CLI Overview: https://docs.oracle.com/iaas/Content/API/Concepts/cliconcepts.htm
• OCI Interactive CLI Overview: https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliusing_topic-Using_Interactive_Mode.htm
• OCI SDKs Guides: https://docs.oracle.com/en-us/iaas/Content/API/Concepts/sdks.htm
• OCI SDKs Cloud Shell Quickstarts: https://docs.oracle.com/en-us/iaas/Content/API/Concepts/developerquickstarts.htm
• Oracle Cloud Infrastructure CLI Command Reference: https://docs.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/

Oracle Cloud Infrastructure Available Resource Types

1. Access Governance
2. Access Policies
3. Access Request
4. AI Anomaly Detection DataAsset
5. AI Anomaly Detection Model
6. AI Anomaly Detection Private Endpoint
7. AI Anomaly Detection Project
8. AI Document Model
9. AI Document Project
10. AI Forecast DataAsset
11. AI Forecast Forecast
12. AI Forecast Project
13. AI Language Endpoint
14. AI Language Model
15. AI Language Project
16. AI Speech Transcription Job
17. AI Vision Model
18. AI Vision Project
19. Alarms
20. Analytics Instance
21. API Deployments
22. API Gateways
23. API Sdks
24. API Subscribers
25. API Usage Plans
26. APIs
27. APM Domains
28. App Configurations
29. App Dependency Management Knowledge Base
30. App Dependency Management Vulnerability Audit
31. Applications
32. Approval Template
33. Asset Sources
34. Autonomous Container Databases
35. Autonomous Database
36. Autonomous Database software image
37. Autonomous Exadata Infrastructure
38. Autonomous Exadata VM Cluster
39. Autonomous VM Cluster
40. Autoscaling Configurations
41. Backup Destinations
42. Backup Networks
43. Backup Policies
44. Bastion
45. Big Data Api Key
46. Big Data Instances
47. Big Data Lake Configuration
48. Big Data Metastore Configuration
49. Block Volume Replicas
50. Block Volumes
51. Blockchain Platforms
52. Boot Volume Backups
53. Boot Volume Replicas
54. Boot Volumes
55. Buckets
56. Budgets
57. BYOIP Ranges
58. CA Bundle Associations
59. CA Bundles
60. Capacity Requests
61. Certificate Associations
62. Certificate Authorities
63. Certificate Authority Associations
64. Certificates
65. Cloud Advisor Profile
66. Cloud Guard Detector Recipe
67. Cloud Guard Managed List
68. Cloud Guard Responder Recipe
69. Cloud Guard Target
70. Cluster Networks
71. Cluster Placement Groups
72. Collection
73. Commerce Cloud Environments
74. Compartments
75. Compute Capacity Reservations
76. Compute Cloud@Customer Infrastructures
77. Compute Cloud@Customer Upgrade Schedules
78. Connect Harnesses
79. Connectors
80. Console Dashboard
81. Console Dashboard Group
82. Console Resource Collection
83. Container Images
84. Container Instance
85. Container Repositories
86. Container Scan Recipe
87. Container Scan Target
88. Content Management
89. Cross-Connect Groups
90. Cross-Connects
91. Custom Images
92. Customer-Premises Equipments
93. Data Catalog Metastores
94. Data Catalog Private Endpoints
95. Data Catalogs
96. Data Flow Applications
97. Data Flow Runs
98. Data Labeling Dataset
99. Data Safe Alert Policy
100. Data Safe Archive Retrieval
101. Data Safe Audit Policy
102. Data Safe Audit Profile
103. Data Safe Audit Trail
104. Data Safe Database Security Configuration
105. Data Safe Masking Format
106. Data Safe Masking Policy
107. Data Safe On-Premises Connector
108. Data Safe Pre Masking Report
109. Data Safe Private Endpoints
110. Data Safe Report Definition
111. Data Safe Security Assessment
112. Data Safe Sensitive Data Model
113. Data Safe Sensitive Type
114. Data Safe SQL Collection
115. Data Safe SQL Firewall Policy
116. Data Safe Target Alert Policy Association
117. Data Safe Target Database
118. Data Safe User Assessment
119. Data Science Private Endpoints
120. Data Transfer Appliance Export Jobs
121. Data Transfer Jobs
122. Database Homes
123. Database Insight
124. Database Migration Agents
125. Database Migration Registered Databases
126. Database Migrations
127. Database Software Images
128. Database Tools Connections
129. Database Tools Private Endpoints
130. Databases
131. DB Node
132. DB Server
133. DB Systems
134. Dedicated AI Clusters
135. Dedicated Virtual Machine Hosts
136. Delegation Controls
137. Delegation Subscriptions
138. Desktop Pool
139. DevOps Build Pipeline
140. DevOps Build Run
141. DevOps Deploy Artifact
142. DevOps Deploy Environment
143. DevOps Deploy Pipeline
144. DevOps Deploy Stage
145. DevOps Deployment
146. DevOps External Connection
147. DevOps Project
148. DevOps Repository
149. DevOps Trigger
150. DHCP Options
151. Digital Assistant Instances
152. Digital Assistant Private Endpoint
153. DIS Workspaces
154. Discovery Schedules
155. DMS Projects
156. DR Plan
157. DR Plan Execution
158. DR Protection Group
159. DRG Route Table
160. Drive
161. Drive attachment
162. Dynamic Group
163. Dynamic Routing Gateways
164. Dynamic Routing Gateways Attachment
165. Email Custom Return Path
166. Email Dkim
167. Email Domain
168. Email Senders
169. ESXi Hosts
170. Event Rules
171. Exadata Fleet Update Action
172. Exadata Fleet Update Discovery
173. Exadata Fleet Update Job
174. Exadata Infrastructure
175. Exadata VM Cluster
176. Exascale Storage Vaults
177. Exascale Vaults
178. Exascale VM Clusters
179. Exascale Volume Snapshots
180. Exascale Volumes
181. Exports
182. External ASM
183. External ASM Instance
184. External Cluster
185. External Cluster Instance
186. External Container Databases
187. External Database Home
188. External Database Node
189. External Database System
190. External Database System Connector
191. External Exadata Infrastructure
192. External Exadata Storage Connector
193. External Exadata Storage Grid
194. External Exadata Storage Server
195. External Listener
196. External Non-Container Databases
197. External Pluggable Databases
198. Favorite Queries
199. Fhir Stores
200. File Systems
201. Fleets
202. Flex Tunnel
203. FSS Replication Targets
204. FSS Replications
205. Functions
206. Fusion Application Environment Families
207. Fusion Application Environments
208. Generative AI Agent Datasources
209. Generative AI Agent Endpoints
210. Generative AI Agent Knowledge Bases
211. Generative AI Agents
212. Generative AI Endpoints
213. Generative AI Models
214. Globally Distributed Autonomous Database
215. Globally Distributed Autonomous Database Private Endpoints
216. GoldenGate Connections
217. GoldenGate Deployment Backups
218. GoldenGate Deployments
219. GoldenGate Registered Databases
220. Groups
221. Host Scan Recipes
222. Host Scan Targets
223. HSM Clusters
224. HSM Partitions
225. Http Redirects
226. Identity Provider
227. Ingress Gateway Route Tables
228. Ingress Gateways
229. Instance Configurations
230. Instance Pools
231. Instances
232. Integration Instances
233. Internet Gateways
234. Inventory Assets
235. IPSec Connections
236. IPv6s
237. Job Detail
238. Job Runs
239. Jobs
240. Keys
241. Lakes
242. License Manager Product
243. License Manager Record
244. Load Balancers
245. Local Peering Gateways
246. Log Async Searches
247. Log Data Models
248. Log Groups
249. Log Rules
250. Logging Analytics Entities
251. Logs
252. Maintenance cycle
253. Maintenance Scheduling Policies
254. Maintenance Windows
255. Managed Database
256. Managed Database Group
257. Managed Instance Groups
258. Management Agent Install Keys
259. Management Agents
260. Mappings
261. Marketplace Publisher Artifact
262. Marketplace Publisher Listing
263. Marketplace Publisher Listing Revision
264. Marketplace Publisher Term
265. Media Flow
266. Media Streams
267. Media Streams CDNs
268. Media Streams Packaging Configs
269. Migration Plans
270. Migrations
271. Model Deployments
272. Model Version Sets
273. Models
274. Mount Targets
275. Named Credential
276. NAT Gateways
277. Network Firewall Policies
278. Network Firewalls
279. Network Security Groups
280. NFS Storages
281. NoSQL Tables
282. Notebook Sessions
283. OCI Cache Clusters
284. OKE Clusters
285. One-off Patches
286. OpenSearch Clusters
287. Operator Controls
288. ORM Configuration Source Providers
289. ORM Jobs
290. ORM Private Endpoints
291. ORM Stacks
292. ORM Templates
293. Outbound Connectors
294. Path Analyzer Test
295. Pipeline Runs
296. Pipelines
297. Pluggable Databases
298. Policies
299. PostgreSQL Backups
300. PostgreSQL Configurations
301. PostgreSQL Databases
302. Private Endpoint
303. Private IPs
304. Private Resolvers
305. Private Views
306. Process Automation Instances
307. Projects
308. Protected Databases
309. Protection Policies
310. Public IP Pools
311. Public IPs
312. Query service project
313. Queue
314. Quota Policies
315. Recovery Service Subnets
316. Recovery Systems
317. Remote Agent
318. Remote Connections
319. Remote Peering Connections
320. Replication Schedules
321. Route Distribution
322. Route Tables
323. Rover Cluster
324. Rover Node
325. Scheduled Jobs
326. Scheduled Queries
327. Schedules
328. Secrets
329. Security Attribute Namespace
330. Security Lists
331. Security Recipe
332. Security Zone
333. Service Gateways
334. Service Meshes
335. Shares
336. Snapshot Policies
337. Software Sources
338. Software-Defined Data Centers
339. Stack Attachment
340. Storage Gateways
341. Streams
342. Subnets
343. Subscriptions
344. Tag Defaults
345. Tag Namespaces
346. Topics
347. Traffic Management Steering Policies
348. TSIG Keys
349. Unified Agent Configurations
350. Users
351. Vaults
352. Virtual Circuits
353. Virtual Cloud Networks
354. Virtual Deployments
355. Virtual Node Pool
356. Virtual Service Route Tables
357. Virtual Services
358. Visual Builder Instances
359. Visual Builder Studio Instance
360. VLANs
361. VM Clusters
362. VMware SDDC Clusters
363. VNICs
364. Volume Backups
365. Volume Group Backups
366. Volume Group Replicas
367. Volume Groups
368. WAA Policies
369. WAF Address List
370. WAF Certificates
371. WAF Custom Protection Rule
372. WAF Network Address Lists
373. WAF Policies
374. Web Application Accelerations
375. Web Application Firewalls
376. Workstation
377. Zones
378. ZPR Policy