Generative AI | Slides Overview and transcript

Generative AI slides - Overview, Applications, Evaluation Metrics, Tech stack, Considerations, Challenges, Foundation Model, Operationalization. also see applications in many industries.
1 GENERATIVE AI
1 GENERATIVE AI
        
2 AGENDA
2 AGENDA
        
3 OVERVIEW
3 OVERVIEW
        
APPLICATIONS
APPLICATIONS
        
USE CASES
USE CASES
        
OUTPUT
OUTPUT
        
TECH STACK
TECH STACK
        
ARCHITECTURE
ARCHITECTURE
        
EVOLUTION
EVOLUTION
        
EVALUATION METRICS
EVALUATION METRICS
        
EVALUATION METRICS 2
EVALUATION METRICS 2
        
EVALUATION METRICS 3
EVALUATION METRICS 3
        
ADOPTION FRAMEWORK
ADOPTION FRAMEWORK
        
ADOPTION FRAMEWORK CRITERIA
ADOPTION FRAMEWORK CRITERIA
        
ADOPTION FRAMEWORK ERROR RATE
ADOPTION FRAMEWORK ERROR RATE
        
CHALLENGES
CHALLENGES
        
CHALLEGES 2
CHALLEGES 2
        
CHALLEGES 3
CHALLEGES 3
        
UNCONTROLLED BEHAVIOR
UNCONTROLLED BEHAVIOR
        
ETHICAL ISSUES
ETHICAL ISSUES
        
CHALLENGES DATA OWNERSHIP
CHALLENGES DATA OWNERSHIP
        
CHALLENGES DATA OWNERSHIP
CHALLENGES DATA OWNERSHIP
        
CHALLENGES DATA OUTPUT
CHALLENGES DATA OUTPUT
        
CHALLENGES ENVIRONMENT
CHALLENGES ENVIRONMENT
        
CHALLENGES FACTUAL
CHALLENGES FACTUAL
        
DIGITAL HUMAN
DIGITAL HUMAN
        
DIGITAL HUMAN 2
DIGITAL HUMAN 2
        
DIGITAL HUMAN 3
DIGITAL HUMAN 3
        
DIGITAL HUMAN 4
DIGITAL HUMAN 4
        
DIGITAL HUMAN 5
DIGITAL HUMAN 5
        
DIGITAL HUMAN 6
DIGITAL HUMAN 6
        
FOUNDATION MODEL 1
FOUNDATION MODEL 1
        
FOUNDATION MODEL 2
FOUNDATION MODEL 2
        
FOUNDATION MODEL 3
FOUNDATION MODEL 3
        
FOUNDATION MODEL 4
FOUNDATION MODEL 4
        
FOUNDATION MODEL 5
FOUNDATION MODEL 5
        
FOUNDATION MODEL 6
FOUNDATION MODEL 6
        
CUSTOM MODEL 1
CUSTOM MODEL 1
        
CUSTOM MODEL 2
CUSTOM MODEL 2
        
CUSTOM MODEL 3
CUSTOM MODEL 3
        
MYTH 1
MYTH 1
        
MYTH 2
MYTH 2
        
MYTH 3
MYTH 3
        
DATA GENERATION 1
DATA GENERATION 1
        
DATA GENERATION 2
DATA GENERATION 2
        
DATA GENERATION 3
DATA GENERATION 3
        

Learn generative AI
  • Generative AI Overview slides describe following topics- how generative AI and LLMs works. Application slides describe common application
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  • Technical architecture is for data science and developer to know which type of model is used when

  • These slides are inspired from Data knobs Generative AI slides
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  • Business leaders who want to know how to use generative AI shoul consider using adoption framework
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