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Overview
"Building AI and Sustainability Solutions on SAP BTP" is a specialized course designed for developers, solution architects, and business leaders looking to create intelligent and environmentally conscious applications using SAP Business Technology Platform (BTP). The course combines the power of AI with sustainability-focused innovation to help organizations meet operational goals while advancing their environmental, social, and governance (ESG) objectives. Participants will explore how to integrate machine learning models, intelligent data processing, and real-time analytics into sustainable enterprise applications. Using SAP BTP’s...
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
Instructor
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