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ManaGen🔮AI

genai

Understand and build
Understand and build
- Overview
  Overview
  - Use cases
  - Challenges
  - Chronology
  - Ai and ml basics
    
    Ai and ml basics
  - Open source
  - Philosophies
  - Background
    Background
    
    Tensor maths
  - Extra resources
- Data
  Data
  - Preparation
    
    Preparation
    
    Collection
    
    Selection
    
    Augmentation
  - Tokenizing
  - Privacy
  - Sources
  - Distillation
- Architectures
  Architectures
  - Models
    
    Models
    
    Transformers
    
    Multimodal
    
    Diffusion models
    
    Developing architectures
    
    Gans
    
    Hybrid models
    
    Mixture of experts
    
    Reinforcement learning
    
    Vision language transformers
  - Training
    
    Training
    
    Pre training
    
    Finetuning
    
    Recurrent
    
    Distributed
    
    Feedback
  - Gpt
  - Optimization
    
    Optimization
  - Evaluating and comparing
  - Embedding
  - Frameworks
  - Generation
- Prompting
  Prompting
  - Examples
  - Hacking
- Agents
  Agents
- Studies
  Studies
  - Behavior
  - Studies
- Building
  Building
Use and Manage
Use and Manage
- Examples
  Examples
  - By field
    
    By field
    
    Business
    
    Entertainment
    Entertainment
    
    Movies and Video
    
    Static
    
    Science
    
    Science
    
    Chemistry
    
    Healthcare
    
    Biology
    
    Biology
    
    Genetics
    
    Proteins
    
    Mathematics
    
    Mathematics
    
    Individuals and society
    Individuals and society
    
    Education
    
    Law
    
    Socio societal
    
    Technology
    Technology
    
    Chip design
    
    Coding
    
    Finance
    
    Healthcare
    
    Robotics
  - By modality
    
    By modality
    
    Charts and graphs
    
    Knowledge graphs
    
    Language
    
    Multimodal
    
    Sound
    
    Static 2d
    
    Tabular
    
    Text
    
    Time series
    
    Video
  - By use case
    By use case
    
    Chat
    
    Data extraction
    
    Forecasting
    
    Planning
    
    Research
    
    Web crawling
- Ethically
  Ethically
- Building or buying
- Managing
  Managing
- Marking and detecting
- Business
- Commercial markets
- Governing
- Open source
- Rewrite
- De risking
  De risking
- Interfacing layers
  Interfacing layers
  - Integrations
  - Web plugins
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