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Building AI and Sustainability Solutions on SAP BTP
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SAP AI Core deep-dive part 2: MLOps
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
Quiz
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
Quiz
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
Quiz
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
Quiz
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
Quiz
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
Quiz
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
Quiz
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
Quiz
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
Quiz
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
Quiz
SAP AI Core deep-dive part 2: MLOps
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