SAP HANA Cloud Multi-model and Machine Learning Capabilities

• Building Intelligent Data Applications with SAP HANA Cloud Knowledge Graphs [SAP Discovery Center Mission]
• Choosing Between Knowledge Graphs and Property Graphs in SAP HANA Cloud and Why Both Matter

• The Early Adopter Care (EAC) Program for the SAP HANA Cloud Knowledge Graph Engine is now open for registrations:

  • Register Now
  • EAC Kick-Off Blog
    
  • Knowledge Graph Engine Overview Blog
    
    
• Vector Engine Success Stories
  • PwC
  • NS Agro
  • Natura
    
    
• New Machine Learning features in SAP HANA Cloud

Multi-Model focused trials:

• Harnessing Generative AI Capabilities with SAP HANA Cloud Vector Engine

Machine-Learning focused trials:

• Machine Learning with SAP HANA Cloud AutoML (Basic Trial)

Beginner

• Get Started with SAP HANA Graph
• Introduction to SAP HANA Spatial Data Types
• Introduction to SAP HANA Spatial Methods
• SAP HANA Cloud: processing semi-structured data using the JSON Document Store [Devtoberfest 2023]
• Developing AI models with the Python Machine Learning client for SAP HANA
• Classification
• Regression
• Time Series Forecasting
• Anomaly Detection

Advanced

• Build Intelligent Data Apps with SAP HANA Cloud Multi-Model
• Devtoberfest Session on SAP HANA Cloud Multi-Model
• Generative AI–driven business transformation enabled by SAP HANA Cloud [SAP TechEd Session DA103]
• Developing a gen AI app using CAP and SAP HANA Cloud Vector Engine
• Getting Started with SAP HANA Cloud | PAL and APL
• Hands-On Tutorial: Machine Learning with SAP HANA Cloud
• Hands-On Tutorial: Automated Predictive (APL) in SAP HANA Cloud
• Developing Regression Models with the Python Machine Learning Client for SAP HANA

Expert

• Connection Guides for SAP HANA Cloud, SAP HANA Database
• Use SAP HANA Cloud and QGIS for Spatial Analytics
• Working with Vectors in SAP HANA Cloud
• SAP HANA Cloud with Vector Engine and GenAI Hub
• Retrieval Augmented Generation and Generative AI on SAP BTP
• Python Analysis with Multi-odel Data in SAP HANA Cloud
• Hands-On Tutorial: Leverage AutoML in SAP HANA Cloud with the Predictive Analysis Library
• Hands-On Tutorial: Leverage SAP HANA Machine Learning in the Cloud through the Predictive Analysis Library
• Train Your First Machine Learning Model Using AutoML in SAP HANA Cloud | SAP Tutorials

Blog Posts with focus on multi-model capabilities:

• SAP HANA multi-model processing

Blog Posts with focus on machine learning capabilities:

• SAP HANA Machine Learning blog posts

Highlighted machine learning blog posts

• New Machine Learning features in SAP HANA Cloud - SAP Community
• New Machine Learning and NLP features in SAP HANA Cloud 2024 Q4
• Persisting Python environment when using Jupyter notebooks in SAP Business Application Studio
• Auto-generating HANA ML CAP Artifacts from Python
• Time-Series Modeling and Analysis using SAP HANA Predictive Analysis Library(PAL) through Python Machine Learning Client for SAP HANA
• Exploring ML Explainability in SAP HANA PAL - Classification and Regression
• Exploring ML Explainability in SAP HANA PAL - Time Series