Merge pull request #652 from oracle-devrel/amit-added-OAC-ML-Demos

Amit added oac ml demos

Author: esmeralda-simionescu

data-platform/analytics/oracle-analytics-cloud/README.md

@@ -112,6 +112,25 @@ Reviewed: 31.10.2023
 |[Start using Oracle Analytics and AI in 5 minutes!](https://blogs.oracle.com/analytics/post/start-using-oracle-analytics-and-ai-in-5-minutes)|Quick guide to use OAC for AI.|
 |[Discover Insights with Oracle Analytics Cloud and OCI AI Anomaly Detection](https://blogs.oracle.com/analytics/post/discover-insights-with-oracle-analytics-cloud-and-oci-ai-anomaly-detection)|OAC Machine Learning|How you can take advantage of Oracle Analytics Cloud (OAC) and OCI AI Anomaly Detection to reveal insights from detected anomalies.|
 
+## OAC Machine Learning Demos
+|Content Link |Functionality|Descripton|
+| ------------ |------------|----------|
+[Ai-Enhanced Automated Insights](https://www.youtube.com/watch?v=JpQ9V9p2hMI)|AI Augmented Experience|Auto-Insights feature in Oracle Analytics.|
+[ML-based Automated Column Explain](https://www.youtube.com/watch?v=mcQ9MGdcKoA)|AI Augmented Experience|Explain feature for Attribute and Measure column.|
+[Targeted Segmentation](https://youtu.be/IJaGTmiZyAg)|AI Augmented Experience|Use Explain to Discover Data Insights in Oracle Analytics.|
+[Right Click In Context ML](https://www.youtube.com/watch?v=aRfYn2hB-Jg)|AI Augmented Experience|Easily Create Custom Advanced Analytics Calculations in Oracle Analytics.|
+[Code-less ML Design](https://www.youtube.com/watch?v=vgFTiDObLyU)|User Friendly No-code ML|Visualize Quality of Oracle Analytics Linear Regression Models.|
+[Powerful Single-Click Auto-ML](https://www.youtube.com/watch?v=Nuh3KShdeFg)|User Friendly No-code ML|Design Models using AutoML in Oracle Analytics.|
+[Time Series Forecast](https://www.youtube.com/watch?v=LuMTLlhq2-M)|User Friendly No-code ML|Leveraging OML Timeseries in Oracle Analytics.|
+[Consume External ML models](https://www.youtube.com/watch?v=k68UJyIsjqQ)|User Friendly No-code ML|Apply OCI Data Science Regression Model in Oracle Analytics.|
+[Model Quality, Explainability, Lift](https://www.youtube.com/watch?v=PKwjitqOdOc)|User Friendly No-code ML|Explain Predictions on Your Data Using OAC ML Outputs Options.|
+[Image Object Detection Classification](https://www.youtube.com/watch?v=uYIo4XURymI)|Embedded Cognitive AI|Image Object Detection in Oracle Analytics with OCI Vision AI.|
+[Key Phrase, Sentiment, Tokens Classification,](https://www.youtube.com/watch?v=yjgoh2-WINs)|Embedded Cognitive AI|Running and Visualizing OCI Language Sentiment AI in Oracle Analytics.|
+[Market Basket Analysis](https://www.youtube.com/watch?v=e8UOe1IbcSA)|Embedded Cognitive AI|Frequent Itemset Analytics (Market Basket) with Data Flows.|
+[Anomaly Detection](https://www.youtube.com/watch?v=wOnQuF3YIH8)|Embedded Cognitive AI|Database Analytics Node : Anomalies Detection.|
+[Spatial](https://www.youtube.com/watch?v=O24q6KuHeR4)|Embedded Cognitive AI|Use Custom Maps to Visualize Data in Oracle Analytics.|
+[Network Graph](https://www.youtube.com/watch?v=NSGC7Gpmnzo)|Embedded Cognitive AI|OAC Custom Viz Plugin - Network Graph Visualization.|
+
 ## Oracle Analytics Client Tools
  |Content Link |Descripton|
  | ------------ |------------|

data-platform/analytics/oracle-analytics-server/README.md

@@ -0,0 +1,51 @@
+# Oracle Analytics Server
+ 
+Oracle Analytics Server is a powerful tool that empowers business analysts and consumers to uncover new insights and make faster, more informed business decisions.
+Oracle Analytics Server brings the modern, industry-leading capabilities of Oracle Analytics Cloud to organizations that require on-premises deployments. With Oracle Analytics Server, your organization can take advantage of augmented analytics and world-class data discovery capabilities, and manage your specific configuration needs.
+Oracle Analytics Server enables organizations in highly regulated industries or with multi-cloud architectures to experience the latest analytics capabilities on their own terms and preferred deployment architecture. With Oracle Analytics Server, your heritage systems can be maintained while a clear, easy, and seamless path to Oracle Cloud is ready when you are.
+Oracle Analytics Server includes modern, AI-powered, self-service analytics capabilities for data preparation, visualization, enterprise reporting, augmented analysis, and natural language processing/generation.
+
+Reviewed: 08.12.2023
+
+# Table of Contents
+1. [Team Publications](#team-publications)
+2. [Useful Links](#useful-links)
+   
+# Team Publications
+
+## Specialists Blogs for various features & functionality
+
+- [Oracle Analytics Key Features](https://blogs.oracle.com/coretec/post/analytics-key-features)
+- [Oracle Data Analytics and Business Intelligence Solution](https://blogs.oracle.com/coretec/post/innovate-your-business-with-data-analytics-and-business-intelligence-solution)
+- [Oracle Graph with Oracle Analytics](https://blogs.oracle.com/coretec/post/oracle-graph-database-with-oracle-analytics)
+- [Different ways to implement Machine Learning with Oracle Analytics](https://blogs.oracle.com/coretec/post/different-ways-to-implement-machine-learning-with-oracle-analytics)
+- [How to leverage Oracle Database Machine Learning with Oracle Analytics](https://blogs.oracle.com/coretec/post/oracle-analytics---how-to-use-oracle-database-machine-learning-model-for-predictive-analytics)|OAC Machine Learning
+- [Oracle Machine Learning – Auto ML](https://blogs.oracle.com/coretec/post/oracle-auto-ml-use-inbuilt-expertise-to-develop-effective-machine-learning-model)
+- [Leverage the power of Oracle Analytics and Oracle Machine and implement a fraud detection process using anomaly - detection](https://blogs.oracle.com/coretec/post/oracle-analytics-oracle-machine-learning-fraud-detection-using-unsupervised-and-supervised-machine-learning)
+
+
+
+# Useful Links
+
+## Public Homepage and official documentation content
+
+- [Analytics Platform: Public Homepage](https://www.oracle.com/business-analytics/analytics-platform/)
+- [Oracle Analytics Public Roadmap](https://www.oracle.com/business-analytics/cloud-and-server-roadmap.html)
+- [Official documentation OAS](https://docs.oracle.com/en/middleware/bi/analytics-server/index.html)
+- [What´s New](https://docs.oracle.com/en/middleware/bi/analytics-server/whats-new-oas/index.html#GUID-1B23BC2D-11BD-4032-B3A7-2ABF1F31E5E0)
+- [Oracle Analytics Server Guides](https://docs.oracle.com/en/middleware/bi/analytics-server/books.html)
+- [Oracle Analytics Server Tutorials](https://docs.oracle.com/en/middleware/bi/analytics-server/tutorials.html)
+- [Oracle Analytics Server Videos](https://docs.oracle.com/en/middleware/bi/analytics-server/videos.html) 
+
+
+## Oracle Analytics Client Tools
+ 
+ - [Oracle Analytics Client Tools](https://www.oracle.com/middleware/technologies/oac-tools-downloads.html)
+ 
+# License
+ 
+Copyright (c) 2023 Oracle and/or its affiliates.
+ 
+Licensed under the Universal Permissive License (UPL), Version 1.0.
+ 
+See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.