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Phase 08 · 15 lessons
Generative AI
Create images, video, audio, 3D, and more.
01Generative Models — Taxonomy & HistoryLearn02Autoencoders & Variational Autoencoders (VAE)Build03GANs — Generator vs DiscriminatorBuild04Conditional GANs & Pix2PixBuild05StyleGANBuild06Diffusion Models — DDPM from ScratchBuild07Latent Diffusion & Stable DiffusionBuild08ControlNet, LoRA & ConditioningBuild09Inpainting, Outpainting & Image EditingBuild10Video GenerationBuild11Audio GenerationBuild123D GenerationBuild13Flow Matching & Rectified FlowsBuild14Evaluation — FID, CLIP Score, Human PreferenceBuild15Visual Autoregressive Modeling (VAR): Next-Scale PredictionBuild