Trustworthy AI
SAS Viya is a Data and AI platform that embeds trust, transparency, and human-centricity from data to deployment, revolutionizing your development pipeline with accountability and inclusivity at its core.
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Trustworthy AI SAS Features Demos
Watch presentations on the wide range of SAS AI features
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Trustworthy AI Solution Brief
Learn about our approach to AI and the SAS difference
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Trustworthy AI Handout
Learn about trustworthy AI essential concepts
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SAS Communities: Trustworthy AI
Engage with SAS professionals on AI topics
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Anonymize and Mask Data
Select a standardization definition to mask or anonymize data in a selected column
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Detect Data Drift
Creates metrics for tracking changes that happen in a dataset
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Data Synthesis with Python faker
Generate synthetic data using the Python faker in SAS Studio
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LLM - Prompt Catalog
Save to and select prompts from the promptcatalog table
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Synthetic Data Generation
SAS Studio custom steps to help train, score and assess Synthetic Data models.
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Natural Language Processing (NLP) - Identify Language
Identifies language for text data and creates a new column containing the language ISO 639-1 code
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Trustworthy AI Using SAS®: A Technical Discussion
See how a trustworthy AI approach injects fairness and oversight at every step of the AI and analytics journey
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Creating Fair Machine Learning Models
Learn how SAS Viya helps organizations arm themselves against unfair decisions and implement responsible AI.
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Fostering Trustworthy AI Using a Model Card
Learn the steps necessary to complete a model card and the benefits it offers
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5 ethical questions to consider before making AI-driven decisions
So now you're ready to make decisions with your models. You’ve asked many questions along the way and should now understand what’s all at play. But how can you ensure these decisions are trustworthy and ethical? Transparency is crucial. Sharing the reasoning behind our choices in relationships, whether at home [...]
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Unleashing AI insights: 5 crucial questions for effective deployment
Deploying AI insights isn't just about pushing buttons and hoping for the best. The deployment phase is a pivotal moment where technology and ethics meet. When transitioning AI models from development to real-world use, prioritizing trustworthiness remains important. It’s not just about algorithms; it’s about how AI impacts people and [...]
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5 key questions to ask when developing trustworthy AI models
They say trust is a delicate thing. It takes a long time to build trust. It’s easy to lose and hard to get back. Trust is built on consistent and ethical actions. Therefore, we must be intentional when creating AI models. It's crucial to ensure that trustworthiness is embedded [...]
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Consider these questions when managing data during AI development
Trustworthy AI is dependent on a solid foundation of data. If you bake a cake with missing, expired or otherwise low-quality ingredients, it will result in a subpar dessert. The same holds for developing AI systems to handle large amounts of data. Data is at the heart of every AI [...]