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ST (MMCP-Storage) - 2024-05-08T15:19:19.736Z)

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Sustainability overview

SAP's sustainability strategy and solution portfolio

AI and environmental sustainability

AI and the circular economy

AI and social sustainability

AI ethics

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[1]: https://open.sap.com/pages/roa_guidelines#4-evaluation-of-exam-performance
[2]: https://open.sap.com/pages/faq#what-are-the-technical-prerequisites-for-the-weekly-assignments-and-final-exam

Unit Assessment

Assignment Week 1

AI and Sustainability

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

Assignment Week 2

Enterprise AI in Action – Defect Detection

Enterprise AI in Action – Defect Detection

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

Assignment Week 3

Enterprise AI in Action – Sound-Based Predictive Maintenance

Enterprise AI in Action – Sound-Based Predictive Maintenance

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

Assignment Week 4

Embedding AI into a Custom Application on SAP BTP

Embedding AI into a Custom Application on SAP BTP

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

Assignment Week 5

Collaborative Enterprise Planning

Collaborative Enterprise Planning

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.