AI Engineering
Phase 08

Generative AI

Create images, video, audio, 3D, and more.

01Generative Models — Taxonomy & HistoryLearn~45 minutes 02Autoencoders & Variational Autoencoders (VAE)Build~75 minutes 03GANs — Generator vs DiscriminatorBuild~75 minutes 04Conditional GANs & Pix2PixBuild~75 minutes 05StyleGANBuild~45 minutes 06Diffusion Models — DDPM from ScratchBuild~75 minutes 07Latent Diffusion & Stable DiffusionBuild~75 minutes 08ControlNet, LoRA & ConditioningBuild~75 minutes 09Inpainting, Outpainting & Image EditingBuild~75 minutes 10Video GenerationBuild~45 minutes 11Audio GenerationBuild~45 minutes 123D GenerationLearn~45 minutes 13Flow Matching & Rectified FlowsBuild~45 minutes 14Evaluation — FID, CLIP Score, Human PreferenceBuild~45 minutes 19Visual Autoregressive Modeling (VAR): Next-Scale PredictionBuild~90 minutes

“Stay hungry, stay foolish.”

— Steve Jobs

esc
↑↓to navigate↵to openescto close