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ManaGen🔮AI

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genai

Understand and build
Use and Manage
Managen.ai
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ManaGen🔮AI

genai

Understand and build
Understand and build
- Overview
  Overview
  - AI and ML Basics
    
    AI and ML Basics
    
    Tensor maths
  - Gen()AI
    Gen()AI
    
    GenAI Chronology
    
    GenAI Considerations
    
    Additional GenAI Resources
    
    GenAI Use Cases
    
    Going deeper
    
    Going deeper
    
    Behavior
    
    Philosophies
    
    Studies
- Data
  Data
  - Gathering
    
    Gathering
    
    Data Scraping
    
    Sources
  - Preparation
    
    Preparation
    
    Collection
    
    Selection
    
    Formatting
  - Augmentation
    
    Augmentation
    
    Distillation
    
    Libraries and tools
- Architectures
  Architectures
  - Models
    
    Models
    
    Transformers
    
    Multimodal
    
    Diffusion models
    
    Developing architectures
    
    Gans
    
    Embedding
    
    Hybrid models
    
    Mixture of Experts
    
    Reinforcement learning
    
    Vision language transformers
  - Training
    
    Training
    
    Pre training
    
    Finetuning
    
    Feedback
    
    Recursive
    
    Distributed
    
    Frameworks and libraries
    
    Grounding
    
    Reasoning models
    
    Tokenizing
  - Generating
    
    Generating
    
    Test time inference
    
    Retrieval-Augmented Generation (RAG)
    
    Knowledge Graphs for Generation
    
    Token generation
  - Optimizing
    
    Optimizing
    
    Comparing and Optimizing Models
    
    Methods
- Prompting
  Prompting
  - Optimizing
    Optimizing
    
    Auto prompting
    
    Prompt compression
  - Security
    Security
    
    Hacking
    
    Security
  - Examples
    Examples
    
    Tools and libraries
    
    Coding
    Coding
    
    Claude 2024 07 20
    
    Leaked
    Leaked
    
    Claude 2024 07 11
- Agents
  Agents
  - Components
    
    Components
    
    Cognitive Architectures
    
    AI Memory Systems
    
    Vector databases
    
    Actions and Tools
    
    Environments
  - Building agents
    
    Building agents
    
    The AI Agent Stack
    
    Evaluating AI Agents
    
    Optimizing AI Agents
  - Systems
    
    Systems
    
    Agent System Examples
  - Examples
    
    Examples
    
    Commercial Agent Applications
  - Slide presentation
- Building applications
  Building applications
  - Full stack
    
    Full stack
    
    Platforms
    
    Deploying Libraries and Tools
  - Back end
    
    Back end
    
    Data Processing and Management
    
    Pre-trained Models
    
    Llm ops
    
    Llm ops
    
    Model Serving Architecture
    
    LLM Caching Strategies
    
    Orchestration and Integration Frameworks
    
    Computation and Hardware Architecture
    
    Vms and sandboxes
  - Front end
    
    Front end
    
    MkDocs Slides Plugin Demo
    
    Slides
    Slides
    
    Features
    Features
    
    Full Markdown Support
    
    Code Highlighting
    
    Image Support
    
    Intro
    Intro
    
    Welcome to MkDocs Slides
    
    How It Works
    
    Try It Out!
  - Security compliance and governance
    
    Security compliance and governance
    
    AI Compliance
    
    AI Governance
    
    Monitoring and Observability
    
    AI Application Security
Use and Manage
Use and Manage
- Strategically
  Strategically
- Ethically
  Ethically
- Managing
  Managing
- Legally
- Tech stack
- De risking
  De risking
- Useful tools
  Useful tools
  - Integrations
  - Web plugins
- Examples
  Examples
  - By field
    
    By field
    
    Business
    
    Entertainment
    Entertainment
    
    Movies and Video
    
    Static
    
    Science
    
    Science
    
    Chemistry
    
    Biology
    
    Biology
    
    Genetics
    
    Protein Optimization Using AI
    
    Mathematics
    
    Mathematics
    
    Individuals and society
    Individuals and society
    
    Content framing
    
    Education
    
    Law
    
    Socio societal
    
    Technology
    Technology
    
    Chip design
    
    Drug design
    
    Finance
    
    Healthcare AI Applications
    
    Robotics
  - By modality
    
    By modality
    
    Charts and graphs
    
    Building Knowledge Graphs
    
    Language
    
    Multimodal
    
    Sound
    
    Static 2d
    
    Tabular
    
    Text
    
    Time series
    
    Video
  - By use case
    By use case
    
    Chat
    
    Coding
    
    Data extraction
    
    Forecasting
    
    Planning
    
    Query generation
    
    Recommender systems
    
    Research
    
    Web crawling
Managen.ai
Managen.ai
Blog
Blog
- Posts
  Posts
  - Hello world!

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