Machine Learning
Topic
Tutorials
- 🔵 Devtoberfest 2022 - Data && Analytics - Embedded ML in SAP HANA Beginner
- 🔵 Devtoberfest 2022 - Data && Analytics - ML in SAP Data Warehouse Cloud Beginner
- 🔵 Devtoberfest 2022 - Data && Analytics - ML in SAP Data Warehouse Cloud Beginner
- 🔵 Devtoberfest 2023 - Data & Analytics, AI, Week 2 - Amplify your customers user experience with SAP Personalized Recommendations Beginner
- 🔵 Devtoberfest 2023 - Data & Analytics, AI, Week 2 - SAP AI Core Toolkit Beginner
- 🔵 Devtoberfest 2023 - Data & Analytics, AI, Week 3 - AI Ethics: Implications and Challenges Beginner
- 🔵 Devtoberfest 2023 - Data & Analytics, AI, Week 3 - Question Answering Leveraging Large Language Models Beginner
- 🔵 Devtoberfest 2024 - MAD (ML, AI & Data), Validation Tutorial Jump Start Session on Generative AI Hub - Oct. 24 Beginner
- 🔵 Devtoberfest 2024 - MAD (ML, AI & Data), Validation Tutorial Jump Start Session on Joule - Oct. 24 Beginner
- 🔵 Devtoberfest 2024 - MAD (ML, AI & Data), Week 1 - Sep. 26 Beginner
- 🔵 Devtoberfest 2024 - MAD (ML, AI & Data), Week 2 - Oct. 3 Beginner
- 🔵 Devtoberfest 2024 - MAD (ML, AI & Data), Week 3 - Oct. 17 Beginner
- 🔵 Devtoberfest 2024 - MAD (ML, AI & Data), Week 4 - Oct. 24 Beginner
- Activate the Instant Learning Feature with Swagger UI beginner
- Add Speech-to-Text to Your Chatbot beginner
- Add Speech-to-Text to Your Chatbot (with recorder) beginner
- Add Webhook to Chatbot to Retrieve Tracking Info beginner
- AI-driven Process Optimization: Run Machine Learning use cases in SAP Signavio leveraging SAP Build beginner
- Analyze the Iris Dataset Using Pandas using the SAP HANA Data Frame for Python Beginner
- Analyze the Iris Dataset Using Pandas using the SAP HANA Data Frame for Python Intermediate
- Analyze the Iris Dataset with Pandas using the SAP HANA Python Data Frame Intermediate
- Analyze the MovieLens dataset Beginner
- Analyze the Time series datasets (Forecast App) Intermediate
- Analyze the Time series datasets (Forecast SQL) Beginner
- Batch Consumption beginner
- Build a House Price Predictor with SAP AI Core beginner
- Build a House Price Predictor with SAP AI Core using VS Code Toolkit beginner
- Build a TensorFlow Serving Docker Container to host the Iris model Beginner
- Build a TensorFlow Serving Docker image to host the Iris model Intermediate
- Build a TensorFlow Serving Docker image to host the Iris model Intermediate
- Build a Webhook for a Chatbot Using Python beginner
- Build Your First Chatbot with SAP Conversational AI beginner
- Build Your First FAQ Chatbot beginner
- Call SAP Conversational AI API with OAuth (Postman) beginner
- Change Point Detection example with Java Beginner
- Change Point Detection with SAPUI5 Beginner
- Check your environment (Forecast App) Intermediate
- Check your environment (Forecast SQL) Beginner
- Classify Documents with Document Classification Beginner
- Cleanup before you leave (AWS / EML) Intermediate
- Configure a SAPUI5 application from the project template Intermediate
- Configure the SAP HANA TensorFlow Integration (SAP HANA EML) Intermediate
- Configure the TensorFlow Integration (SAP HANA EML) with SAP HANA, express edition Intermediate
- Configure your SAPUI5 application Beginner
- Configure your SAPUI5 HTML Module (Forecast App) Intermediate
- Connect GitHub and Docker to SAP AI Core (AI API client SDK) Advanced
- Connect GitHub and Docker to SAP AI Core (Postman) Advanced
- Consume ABAP OData Services in Your Chatbot Beginner
- Consume API Services and Call Webhooks from Your Chatbot beginner
- Consume the Image Classification Retrained Model Beginner
- Consume the SDK for Data Attribute Recommendation using the AI API from SAP AI Core intermediate
- Consume your Iris Model from SAP HANA, express edition Intermediate
- Consume your Iris TensorFlow Model from SAP HANA, express edition Intermediate
- Consumption of GenAI models Using Orchestration - A Beginner's Guide beginner
- Consumption of GenAI models Using Orchestration(V2) service - A Beginner's Guide beginner
- Create a Chatbot that Lets Customers Track Packages beginner
- Create a Custom Schema and Template for Document Information Extraction Beginner
- Create a Machine Learning Foundation service instance on the Cloud Foundry environment Beginner
- Create a Multi-Target Application Project and Modules in the Web IDE (Forecast App) Intermediate
- Create ABAP OData Services for Your Chatbot Beginner
Concepts in this topic
- SAP BTP Cockpit
- BTP Service Entitlements Configuration
- SAP BTP Subaccount and Entitlement Setup
- SAP BTP trial and free tier account setup
- Cloud Foundry application deployment on SAP BTP
- SAP AI Core Service Setup
- SAP BTP Service Instance and Service Key Creation
- BTP Destination Configuration for API Testing
- SAP BTP Service Instance and Binding Creation
- Document Information Extraction
- Service Key Management
- BTP Role Collection Assignment
- Machine Learning Model Training
- OAuth2 Client Credentials Grant Flow
- BTP Subaccount Entitlements and Service Plans
- SAP BTP Trial Accounts
- OAuth 2.0 Client Credentials Retrieval
- Docker Image Build and Publish
- Identity Provider (IdP) Trust Configuration
- Local Development Environment Setup
- SAP Data Attribute Recommendation Service
- Free Tier Service Plans on SAP BTP
- Git Distributed Version Control
- SAP AI Launchpad Usage
Related channels
- Witalij Rudnicki SAP Advocate
- Nora von Thenen SAP Advocate
- SAP-samples/ai-core-samples SAP
- SAP AI Core / Generative AI Hub Docs SAP