Building AI and Sustainability Solutions on SAP BTP

This course explores how SAP is taking action on sustainability goals and enabling customers to become intelligent, sustainable enterprises. SAP Business Technology Platform provides a foundation for application development, integration, data, analytics, and AI. SAP has also developed a sustainability portfolio for driving sustainable practices and encourages partners to embed sustainability into their solutions. Profitability and sustainability go hand in hand, and AI plays a critical role in achieving these goals. The course will guide you through a scenario where you help a manufacturer transform into a sustainable intelligent factory using SAP BTP components.

• AI and Sustainability
• Course overview
• Sustainability overview
• SAP's sustainability strategy and solution portfolio
• AI and environmental sustainability
• AI and the circular economy
• AI and social sustainability
• AI ethics
• Storyline
• Downloads
• Assignment Week 1
• Enterprise AI in Action – Defect Detection
• SAP AI overview and introduction to SAP AI Core
• SAP AI Core deep-dive part 1: onboarding, terminology, AI API
• SAP AI Core deep-dive part 2: MLOps
• SAP AI Core deep-dive part 3: storage access and resource groups
• Computer vision and defect detection in TensorFlow
• Defect detection-training with SAP AI Core SDK
• Defect detection-serving with SAP AI Core SDK
• Downloads
• Assignment Week 2
• Enterprise AI in Action – Sound-Based Predictive Maintenance
• Sound-based predictive maintenance overview
• Sound classification in TensorFlow
• Sound classification – training data and training Docker image
• Sound classification – training with SAP AI Core SDK
• SAP AI Launchpad overview
• Sound classification – training with SAP AI Launchpad
• Sound classification – serving with SAP AI Launchpad
• Downloads
• Assignment Week 3
• Embedding AI into a Custom Application on SAP BTP
• Sustainable Smart Factory app overview
• Automated Defect Detection demo
• Sound-Based Predictive Maintenance demo
• Inferencing the SAP AI Core model in a custom app
• Integrating with SAP S/4HANA Cloud in a custom app
• Plant 360 demo
• Downloads
• Assignment Week 4
• Collaborative Enterprise Planning
• Overview of maintenance cost and sustainability planning
• Modeling with SAP Analytics Cloud: model creation demos
• SAP Analytics Cloud integration with SAP S/4HANA Cloud
• Planning with SAP Analytics Cloud: create maintenance cost budgeting story
• Planning with SAP Analytics Cloud: generate maintenance cost planning
• Planning with SAP Analytics Cloud: create sustainability planning story
• Downloads
• Assignment Week 5