Course curriculum

  • 1
    Understanding Dalle 2
    • The Future Roadmap
    • Understanding Text Conditioning with Dalle 2
    • Open AI CLIP
    • Overview of training process
    • Glide
    • Training Pathways for Dalle 2
    • Quiz
    • Course Handouts
  • 2
    Steps involved in training stable diffusion
    • Training from Scratch vs Finetuning
    • Ethical Implications
    • How to Train Stable Diffusion at Scale
    • Stable Diffusion Deep Dive Hands-on - Setup and Whole Generation
    • Stable Diffusion Deep Dive Hands-on - Auto Encoders
    • Stable Diffusion Deep Dive Hands-on - The Scheduler
    • Stable Diffusion Deep Dive Hands-on - Text and Positional Embedding
    • Stable Diffusion Deep Dive Hands-on - Experiments with Embeddings
    • Stable Diffusion Deep Dive Hands-on - Textual Inversion
    • Quiz
  • 3
    Mastering stability.ai and its tools
    • Introduction to Stability
    • How to use Stability.AI tools
    • Review of Deployment Options for SD WebUI
    • Automatic1111 WebUI on RunPod GPU environment
    • SD WebUI Hands-On - Installation and Setup
    • SD WebUI Hands-On - Generation and Settings
    • Quiz
  • 4
    Prompt Engineering Concepts for Stable Diffusion
    • Analyzing Prompts and Prompts Matrix
    • Prompt Strengths and Weights
    • Prompt Editing and Blending
    • XYZ Plots and Dream Studio
    • Quiz