10,000 ft view: how does AI work?
Implementing AI Solutions in Business
Jacob H. Marquez
Data Scientist
Finding patterns in big data
Finding patterns in big data
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How is generative AI different?
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Generative AI:
Generates
new content based on inputs
Examples: images, text, audio
Natural language interactions
Multiple functions
Be careful: great but not 100% accurate
Create new content with generative AI
Text-to-image Generation
Text Summarization
Basic AI solution
Basic AI solution
Basic AI solution
Basic AI solution
Basic AI solution
Basic AI solution
Basic AI solution
AI solutions vs. non-AI data solutions
Lots more data
Intensive processing i.e., advanced machine learning and deep learning
Infrastructure for the AI model and for the system
UX/UI, e.g. chat experience
Technical infrastructure, i.e. specialized hardware
Monitoring system for the AI model
More emphasis on risk, privacy, and compliance
Let's practice!
Implementing AI Solutions in Business
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