diff --git a/data-platform/data-science/README.md b/data-platform/data-science/README.md index a44789c10..5a9f3a975 100644 --- a/data-platform/data-science/README.md +++ b/data-platform/data-science/README.md @@ -8,7 +8,7 @@ The Data Science section covers the tools and services under the broader Oracle * Oracle Graph (In-Database) * Oracle Spatial (In-Databse) -Reviewed: 2025.04.19 +Reviewed: 2025.09.26 # License diff --git a/data-platform/data-science/oracle-data-science/README.md b/data-platform/data-science/oracle-data-science/README.md index e692e10ae..354ae4335 100644 --- a/data-platform/data-science/oracle-data-science/README.md +++ b/data-platform/data-science/oracle-data-science/README.md @@ -4,7 +4,7 @@ This page covers Oracle Cloud Infrastructure (OCI) Data Science Service. Oracle Cloud Infrastructure (OCI) Data Science is a fully-managed platform for teams of data scientists to build, train, deploy, and manage machine learning models using Python and open source tools. Use a JupyterLab-based environment to experiment and develop models. Scale up model training with NVIDIA GPUs and distributed training. Take models into production and keep them healthy with MLOps capabilities, such as automated pipelines, model deployments, and model monitoring. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # Table of Contents diff --git a/data-platform/data-science/oracle-data-science/ai-quick-actions-catalog-deployment/README.md b/data-platform/data-science/oracle-data-science/ai-quick-actions-catalog-deployment/README.md index e24eba440..ff661f4d7 100644 --- a/data-platform/data-science/oracle-data-science/ai-quick-actions-catalog-deployment/README.md +++ b/data-platform/data-science/oracle-data-science/ai-quick-actions-catalog-deployment/README.md @@ -2,7 +2,7 @@ This document covers how to use AI Quick Actions within OCI Data Science to deploy an out of the box foundational model from the AI Quick Actions Catalog. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/ai-quick-actions-finetuning-model/README.md b/data-platform/data-science/oracle-data-science/ai-quick-actions-finetuning-model/README.md index c49e010c4..72e2d2842 100644 --- a/data-platform/data-science/oracle-data-science/ai-quick-actions-finetuning-model/README.md +++ b/data-platform/data-science/oracle-data-science/ai-quick-actions-finetuning-model/README.md @@ -2,7 +2,7 @@ This document covers how to use AI Quick Actions within OCI Data Science to fine tune a foundational model on a domain-specific dataset. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/ai-quick-actions-model-evaluation/README.md b/data-platform/data-science/oracle-data-science/ai-quick-actions-model-evaluation/README.md index 7f0167636..051cb971a 100644 --- a/data-platform/data-science/oracle-data-science/ai-quick-actions-model-evaluation/README.md +++ b/data-platform/data-science/oracle-data-science/ai-quick-actions-model-evaluation/README.md @@ -2,7 +2,7 @@ This document covers how to use AI Quick Actions within OCI Data Science to evaluate an already deployed foundational model that was deployed via AI Quick Actions. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/ai-quick-actions-verified-deployment/README.md b/data-platform/data-science/oracle-data-science/ai-quick-actions-verified-deployment/README.md index 30d9e9500..995887de0 100644 --- a/data-platform/data-science/oracle-data-science/ai-quick-actions-verified-deployment/README.md +++ b/data-platform/data-science/oracle-data-science/ai-quick-actions-verified-deployment/README.md @@ -2,7 +2,7 @@ This document covers how to use AI Quick Actions within OCI Data Science to deploy a verified foundational model downloaded from Hugging Face. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/enhance-data-with-gan/README.md b/data-platform/data-science/oracle-data-science/enhance-data-with-gan/README.md index 56ca50070..c6ac9de82 100644 --- a/data-platform/data-science/oracle-data-science/enhance-data-with-gan/README.md +++ b/data-platform/data-science/oracle-data-science/enhance-data-with-gan/README.md @@ -2,7 +2,7 @@ This files cover code snippets for OCI Data Science, for enhancing data with GAN (Generative Adversarial Networks). -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/generate-synthetic-data/README.md b/data-platform/data-science/oracle-data-science/generate-synthetic-data/README.md index 79638a0fa..228712590 100644 --- a/data-platform/data-science/oracle-data-science/generate-synthetic-data/README.md +++ b/data-platform/data-science/oracle-data-science/generate-synthetic-data/README.md @@ -2,7 +2,7 @@ This files cover code snippets for OCI Data Science, for generating synthetic data. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/github-integration/README.md b/data-platform/data-science/oracle-data-science/github-integration/README.md index 3257daa9d..193ae1e3d 100644 --- a/data-platform/data-science/oracle-data-science/github-integration/README.md +++ b/data-platform/data-science/oracle-data-science/github-integration/README.md @@ -2,7 +2,7 @@ This document covers the topic of GitHub integration for OCI Data Science. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/jobs-ads-hello-world/README.md b/data-platform/data-science/oracle-data-science/jobs-ads-hello-world/README.md index 09d40d8e2..e4dcfb10f 100644 --- a/data-platform/data-science/oracle-data-science/jobs-ads-hello-world/README.md +++ b/data-platform/data-science/oracle-data-science/jobs-ads-hello-world/README.md @@ -2,7 +2,7 @@ This files cover code snippets to get started with OCI Data Science jobs utilising the ADS library. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/jobs-distributed-training/README.md b/data-platform/data-science/oracle-data-science/jobs-distributed-training/README.md index 90a9c0a54..ca77c7097 100644 --- a/data-platform/data-science/oracle-data-science/jobs-distributed-training/README.md +++ b/data-platform/data-science/oracle-data-science/jobs-distributed-training/README.md @@ -2,7 +2,7 @@ This files cover code snippets and documentation for utilising OCI Data Science Jobs for Distributed Training. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/jobs-oci-data-science-ads-operator-control/README.md b/data-platform/data-science/oracle-data-science/jobs-oci-data-science-ads-operator-control/README.md index c3775f84f..82f7b0421 100644 --- a/data-platform/data-science/oracle-data-science/jobs-oci-data-science-ads-operator-control/README.md +++ b/data-platform/data-science/oracle-data-science/jobs-oci-data-science-ads-operator-control/README.md @@ -2,7 +2,7 @@ This document covers the topic of submitting local code as OCI Data Science Jobs using the ADS Operator Control. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/nvidia-nim-deploying-mistral-7b-instruct/README.md b/data-platform/data-science/oracle-data-science/nvidia-nim-deploying-mistral-7b-instruct/README.md index cee18c328..f3b8ef689 100644 --- a/data-platform/data-science/oracle-data-science/nvidia-nim-deploying-mistral-7b-instruct/README.md +++ b/data-platform/data-science/oracle-data-science/nvidia-nim-deploying-mistral-7b-instruct/README.md @@ -2,7 +2,7 @@ This document covers how to integrate NVIDIA NIM Microservices within OCI Data Science by deploying the Mistral 7B Instruct v0.3 LLM via the OCI Marketplace. -Reviewed: 2025.04.19 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/oci-setup-mlflow-tracking-server/README.md b/data-platform/data-science/oracle-data-science/oci-setup-mlflow-tracking-server/README.md index dedd305e9..9d8318c03 100644 --- a/data-platform/data-science/oracle-data-science/oci-setup-mlflow-tracking-server/README.md +++ b/data-platform/data-science/oracle-data-science/oci-setup-mlflow-tracking-server/README.md @@ -2,7 +2,7 @@ This document contains code assets and doucmentation for setting up and integrating OCI Data Science with MLflow Tracking Server on OCI. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/provisioning-oci-ai-all-in-one-data-science-image/README.md b/data-platform/data-science/oracle-data-science/provisioning-oci-ai-all-in-one-data-science-image/README.md index f9b3923c3..a7203c739 100644 --- a/data-platform/data-science/oracle-data-science/provisioning-oci-ai-all-in-one-data-science-image/README.md +++ b/data-platform/data-science/oracle-data-science/provisioning-oci-ai-all-in-one-data-science-image/README.md @@ -2,7 +2,7 @@ This document covers provisioning of the AI All-in-One Data Science Image from the OCI Markplace. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-data-science/r-conda-oci-data-science/README.md b/data-platform/data-science/oracle-data-science/r-conda-oci-data-science/README.md index f25b485b1..ebdffbef7 100644 --- a/data-platform/data-science/oracle-data-science/r-conda-oci-data-science/README.md +++ b/data-platform/data-science/oracle-data-science/r-conda-oci-data-science/README.md @@ -2,7 +2,7 @@ This document contains the code and documentation on how to install an R Conda environment within OCI Data Science. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-graph/README.md b/data-platform/data-science/oracle-graph/README.md index 92f6ef246..4bf159bcd 100644 --- a/data-platform/data-science/oracle-graph/README.md +++ b/data-platform/data-science/oracle-graph/README.md @@ -4,7 +4,7 @@ This page covers Oracle Graph. Graph databases, part of Oracle’s converged database offering, eliminate the need to set up a separate database and move data. Analysts and developers can perform fraud detection in banking, find connections and links to data, and improve traceability in smart manufacturing, all while gaining enterprise-grade security, ease of data ingestion, and strong support for data workloads. -Reviewed: 2025.04.19 +Reviewed: 2025.09.26 # Useful Links diff --git a/data-platform/data-science/oracle-graph/opg-explore-graph-model/README.md b/data-platform/data-science/oracle-graph/opg-explore-graph-model/README.md index 5a9efbf02..cd7a26926 100644 --- a/data-platform/data-science/oracle-graph/opg-explore-graph-model/README.md +++ b/data-platform/data-science/oracle-graph/opg-explore-graph-model/README.md @@ -2,7 +2,7 @@ This file covers code snippets for Oracle Property Graph, for the Explore Graph Model step. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-graph/opg-extract-graph-metrics/README.md b/data-platform/data-science/oracle-graph/opg-extract-graph-metrics/README.md index b79bf23fd..0a36d20d5 100644 --- a/data-platform/data-science/oracle-graph/opg-extract-graph-metrics/README.md +++ b/data-platform/data-science/oracle-graph/opg-extract-graph-metrics/README.md @@ -2,7 +2,7 @@ This file covers code snippets for Oracle Property Graph, for the Extract Graph Metrics step. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-graph/prepare-data-for-graph/README.md b/data-platform/data-science/oracle-graph/prepare-data-for-graph/README.md index c734c044c..ca2a93087 100644 --- a/data-platform/data-science/oracle-graph/prepare-data-for-graph/README.md +++ b/data-platform/data-science/oracle-graph/prepare-data-for-graph/README.md @@ -2,7 +2,7 @@ This file covers code snippets for Oracle Machine Learning, for the Prepare Data for Graph step. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-machine-learning/README.md b/data-platform/data-science/oracle-machine-learning/README.md index 667f3a848..79db332c7 100644 --- a/data-platform/data-science/oracle-machine-learning/README.md +++ b/data-platform/data-science/oracle-machine-learning/README.md @@ -4,7 +4,7 @@ This page covers Oracle Machine Learning, or Machine Learning in Oracle Database Machine Learning in Oracle Database supports data exploration, preparation, and machine learning modeling at scale using SQL, R, Python, REST, automated machine learning (AutoML), and no-code interfaces. It includes more than 30 high-performance in-database algorithms producing models for immediate use in applications. By keeping data in the database, organizations can simplify their overall architecture and maintain data synchronization and security. It enables data scientists and other data professionals to build models quickly by simplifying and automating key elements of the machine learning lifecycle. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # Team Publications diff --git a/data-platform/data-science/oracle-machine-learning/create-machine-learning-models/README.md b/data-platform/data-science/oracle-machine-learning/create-machine-learning-models/README.md index 9e068d508..acae30c10 100644 --- a/data-platform/data-science/oracle-machine-learning/create-machine-learning-models/README.md +++ b/data-platform/data-science/oracle-machine-learning/create-machine-learning-models/README.md @@ -2,7 +2,7 @@ This file covers code snippets for Oracle Machine Learning, for the Create Machine Learning Models step. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-machine-learning/explore-enhanced-data/README.md b/data-platform/data-science/oracle-machine-learning/explore-enhanced-data/README.md index 93e298a5a..ae93bbf9f 100644 --- a/data-platform/data-science/oracle-machine-learning/explore-enhanced-data/README.md +++ b/data-platform/data-science/oracle-machine-learning/explore-enhanced-data/README.md @@ -2,7 +2,7 @@ This file covers code snippets for Oracle Machine Learning, for the Explore Enhanced Data step. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-machine-learning/oml4r-installation-on-oracle-database/README.md b/data-platform/data-science/oracle-machine-learning/oml4r-installation-on-oracle-database/README.md index 6a928b640..4144d5e5e 100644 --- a/data-platform/data-science/oracle-machine-learning/oml4r-installation-on-oracle-database/README.md +++ b/data-platform/data-science/oracle-machine-learning/oml4r-installation-on-oracle-database/README.md @@ -2,7 +2,7 @@ This document covers installation of OML4R on Oracle Database. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-machine-learning/prepare-data-for-machine-learning/README.md b/data-platform/data-science/oracle-machine-learning/prepare-data-for-machine-learning/README.md index b42753136..a0742e430 100644 --- a/data-platform/data-science/oracle-machine-learning/prepare-data-for-machine-learning/README.md +++ b/data-platform/data-science/oracle-machine-learning/prepare-data-for-machine-learning/README.md @@ -2,7 +2,7 @@ This file covers code snippets for Oracle Machine Learning, for the Prepare Data for Machine Learning step. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-select-ai/README.md b/data-platform/data-science/oracle-select-ai/README.md index e687b58d2..3ab09329d 100644 --- a/data-platform/data-science/oracle-select-ai/README.md +++ b/data-platform/data-science/oracle-select-ai/README.md @@ -2,7 +2,7 @@ This page covers Oracle Select AI. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # License diff --git a/data-platform/data-science/oracle-select-ai/select-ai-intro-nl2sql/README.md b/data-platform/data-science/oracle-select-ai/select-ai-intro-nl2sql/README.md index a5c6e69b2..f5f06d7eb 100644 --- a/data-platform/data-science/oracle-select-ai/select-ai-intro-nl2sql/README.md +++ b/data-platform/data-science/oracle-select-ai/select-ai-intro-nl2sql/README.md @@ -2,7 +2,7 @@ This file covers OML code snippets for utilising the Select AI Natural Language to SQL capabilities. Please run the select-ai-intro-setup content first located in the GitHub directory above. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-select-ai/select-ai-intro-rag/README.md b/data-platform/data-science/oracle-select-ai/select-ai-intro-rag/README.md index 0eddac887..896de88d4 100644 --- a/data-platform/data-science/oracle-select-ai/select-ai-intro-rag/README.md +++ b/data-platform/data-science/oracle-select-ai/select-ai-intro-rag/README.md @@ -2,7 +2,7 @@ This file covers OML code snippets for utilising the Select AI Retrieval Augment Generation capabilities. Please run the select-ai-intro-setup content first located in the GitHub directory above. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-select-ai/select-ai-intro-setup/README.md b/data-platform/data-science/oracle-select-ai/select-ai-intro-setup/README.md index 5175e51d1..4a56afc18 100644 --- a/data-platform/data-science/oracle-select-ai/select-ai-intro-setup/README.md +++ b/data-platform/data-science/oracle-select-ai/select-ai-intro-setup/README.md @@ -2,7 +2,7 @@ This file covers OML code snippets for all the pre-requisites that are required to be executed before utilisng the Select AI capabilities. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-select-ai/select-ai-intro-synthetic-data-generation/README.md b/data-platform/data-science/oracle-select-ai/select-ai-intro-synthetic-data-generation/README.md index 9495a7036..fad3c3c64 100644 --- a/data-platform/data-science/oracle-select-ai/select-ai-intro-synthetic-data-generation/README.md +++ b/data-platform/data-science/oracle-select-ai/select-ai-intro-synthetic-data-generation/README.md @@ -2,7 +2,7 @@ This file covers OML code snippets for utilising the Select AI Synthetic Generation capabilities. Please run the select-ai-intro-setup content first located in the GitHub directory above. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-spatial/README.md b/data-platform/data-science/oracle-spatial/README.md index 5cb459ecd..ce4d50a52 100644 --- a/data-platform/data-science/oracle-spatial/README.md +++ b/data-platform/data-science/oracle-spatial/README.md @@ -4,7 +4,7 @@ This page covers Oracle Spatial. Oracle’s spatial database is an integrated part of Oracle's converged database, enabling developers, analysts, and geographic information system (GIS) professionals to manage geospatial data, perform analysis, add location-based services to applications, and visualize through interactive maps. -Reviewed: 2025.04.19 +Reviewed: 2025.09.26 # Useful Links diff --git a/data-platform/data-science/oracle-vector-search/README.md b/data-platform/data-science/oracle-vector-search/README.md index 27a97f2b5..462441ce6 100644 --- a/data-platform/data-science/oracle-vector-search/README.md +++ b/data-platform/data-science/oracle-vector-search/README.md @@ -2,7 +2,7 @@ This page covers Oracle Vector Search. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # License diff --git a/data-platform/data-science/oracle-vector-search/configuring-in-memory-vector-index/README.md b/data-platform/data-science/oracle-vector-search/configuring-in-memory-vector-index/README.md index 9e5389431..e7d3a794e 100644 --- a/data-platform/data-science/oracle-vector-search/configuring-in-memory-vector-index/README.md +++ b/data-platform/data-science/oracle-vector-search/configuring-in-memory-vector-index/README.md @@ -2,7 +2,7 @@ This document covers how to configure the in-memory vector index size within Oracle DB 23ai. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-vector-search/connecting-23ai/README.md b/data-platform/data-science/oracle-vector-search/connecting-23ai/README.md index 9effaa5d8..c4a5a861c 100644 --- a/data-platform/data-science/oracle-vector-search/connecting-23ai/README.md +++ b/data-platform/data-science/oracle-vector-search/connecting-23ai/README.md @@ -2,7 +2,7 @@ This document covers the topic of different methods to allow you to connect to Oracle DB 23ai. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-vector-search/loading-documents-23ai/README.md b/data-platform/data-science/oracle-vector-search/loading-documents-23ai/README.md index 977620dec..39965793d 100644 --- a/data-platform/data-science/oracle-vector-search/loading-documents-23ai/README.md +++ b/data-platform/data-science/oracle-vector-search/loading-documents-23ai/README.md @@ -2,7 +2,7 @@ This document covers the topic of loading documents to an Oracle DB 23ai (Non-Autonomous) table. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-vector-search/provisioning-23ai/README.md b/data-platform/data-science/oracle-vector-search/provisioning-23ai/README.md index 1615b5eae..b654c7458 100644 --- a/data-platform/data-science/oracle-vector-search/provisioning-23ai/README.md +++ b/data-platform/data-science/oracle-vector-search/provisioning-23ai/README.md @@ -2,7 +2,7 @@ This document covers the provisioning of Oracle Base Database Service 23ai. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-vector-search/python-create-embeddings-cohere/README.md b/data-platform/data-science/oracle-vector-search/python-create-embeddings-cohere/README.md index fcf0f9b50..0dc677383 100644 --- a/data-platform/data-science/oracle-vector-search/python-create-embeddings-cohere/README.md +++ b/data-platform/data-science/oracle-vector-search/python-create-embeddings-cohere/README.md @@ -2,7 +2,7 @@ This document covers the topic of creating embeddings for Vector Search using OCI GenAI Embedding Model. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-vector-search/python-create-embeddings-sentence-transformer/README.md b/data-platform/data-science/oracle-vector-search/python-create-embeddings-sentence-transformer/README.md index f5f36ba7c..cb2f2179f 100644 --- a/data-platform/data-science/oracle-vector-search/python-create-embeddings-sentence-transformer/README.md +++ b/data-platform/data-science/oracle-vector-search/python-create-embeddings-sentence-transformer/README.md @@ -2,7 +2,7 @@ This document covers the topic of creating embeddings for Vector Search using the Sentence Transformer Embedding Model. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/oracle-vector-search/python-create-simple-vector-table/README.md b/data-platform/data-science/oracle-vector-search/python-create-simple-vector-table/README.md index b060bfc94..5027dfaf5 100644 --- a/data-platform/data-science/oracle-vector-search/python-create-simple-vector-table/README.md +++ b/data-platform/data-science/oracle-vector-search/python-create-simple-vector-table/README.md @@ -2,7 +2,7 @@ This document covers the insertion of a vector into a simple table containing the vector data type. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/shared-assets/README.md b/data-platform/data-science/shared-assets/README.md index 2ca9b0226..578b6b90f 100644 --- a/data-platform/data-science/shared-assets/README.md +++ b/data-platform/data-science/shared-assets/README.md @@ -2,7 +2,7 @@ This page covers shared assets, meaning assets that are not single product specific, and that cover either multiple products or a broader scope. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # License diff --git a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/README.md b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/README.md index df3a8826f..33619a3e9 100644 --- a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/README.md +++ b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/README.md @@ -2,7 +2,7 @@ This page covers the Art of Possible Demo-associated assets. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # License diff --git a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/credit-risk-scoring/README.md b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/credit-risk-scoring/README.md index 33e9b0bbf..2c576feaa 100644 --- a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/credit-risk-scoring/README.md +++ b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/credit-risk-scoring/README.md @@ -2,7 +2,7 @@ This demo is going to showcase predicting the creditworthiness of a loan applicant. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/did-not-attend-risk-model/README.md b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/did-not-attend-risk-model/README.md index f998f8fa2..59f19b049 100644 --- a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/did-not-attend-risk-model/README.md +++ b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/did-not-attend-risk-model/README.md @@ -4,7 +4,7 @@ This demo will showcase Oracle Data Science capabilities to predict the likeliho The objective is not only to make accurate predictions but also to understand the reasons why our Machine Learning Model has predicted each patient to be a show or a no-show. By exploring the explainability of a model we will be able to answer the question of ‘why’ a patient will likely be a no-show so that the practice operational team can follow up with a friendly reminder or reschedule for a more convenient time. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/footfall-forecasting/README.md b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/footfall-forecasting/README.md index a861792db..01c8915c6 100644 --- a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/footfall-forecasting/README.md +++ b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/footfall-forecasting/README.md @@ -3,7 +3,7 @@ This demo is going to show Oracle AI Platform capabilities to predict the number of customers visiting a Retail space by following a composite AI approach. The objective is to make accurate predictions about future footfall and make data-driven decisions about staffing, inventory, and rental prices as well as optimize tenant mix by combining various techniques such as descriptive analytics, NLP, image detection, and forecasting. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/procurement-forecasting/README.md b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/procurement-forecasting/README.md index 3a4cd7361..62858e909 100644 --- a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/procurement-forecasting/README.md +++ b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/procurement-forecasting/README.md @@ -3,7 +3,7 @@ This demonstration will showcase the capabilities of the Oracle Machine Learning Platform in aiding procurement teams with data-driven decision-making. Objectives are: classifying vendors or suppliers into different categories based on various criteria to streamline procurement processes, identifying unusual or abnormal patterns in spending data, and forecasting total daily/weekly/monthly procurement spending for each vendor. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/tax-fraud-detection/README.md b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/tax-fraud-detection/README.md index ecd20601e..64ec2ccbd 100644 --- a/data-platform/data-science/shared-assets/art-of-possible-demo-assets/tax-fraud-detection/README.md +++ b/data-platform/data-science/shared-assets/art-of-possible-demo-assets/tax-fraud-detection/README.md @@ -4,7 +4,7 @@ This demo is going to showcase Oracle AI/ML platform capabilities to identify fr A particular type of behavior investigated includes circular money transfers, which can be indicative of abnormal interactions and can constitute sufficient cause for further analysis. The objective is to uncover hidden fraud patterns through graph analysis, machine learning, and generative AI techniques. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/shared-assets/other-assets/oci-ai-ml-ds-architecture-templates/README.md b/data-platform/data-science/shared-assets/other-assets/oci-ai-ml-ds-architecture-templates/README.md index f6c1e5dfb..5a7db0d58 100644 --- a/data-platform/data-science/shared-assets/other-assets/oci-ai-ml-ds-architecture-templates/README.md +++ b/data-platform/data-science/shared-assets/other-assets/oci-ai-ml-ds-architecture-templates/README.md @@ -2,7 +2,7 @@ This document covers Oracle Cloud Infrastructure Artificial Intelligence, Machine Learning and Data Science architecture templates. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset? diff --git a/data-platform/data-science/shared-assets/other-assets/rstudio-install-on-oracle-linux/README.md b/data-platform/data-science/shared-assets/other-assets/rstudio-install-on-oracle-linux/README.md index 119cc48fa..6b044ea56 100644 --- a/data-platform/data-science/shared-assets/other-assets/rstudio-install-on-oracle-linux/README.md +++ b/data-platform/data-science/shared-assets/other-assets/rstudio-install-on-oracle-linux/README.md @@ -2,7 +2,7 @@ This document covers installation of RStudio on Oracle Linux. -Reviewed: 2025.03.02 +Reviewed: 2025.09.26 # When to use this asset?