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.
Overview
Syllabus
- 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
