Course Study Note
Day 1 — Generative Models and Deep-Learning Foundations
I began with what it means to learn a data distribution, then reviewed tensors and neural-network foundations.
- Date
- 2025-07-07
- Course
- 2025 Generative Models Intensive — From VAE to Stable Diffusion
01Generative Model Overview
Study checkpoint for this day
02Deep-Learning Foundations
Study checkpoint for this day
03Dataset Visualization
Study checkpoint for this day
Topics from the day
- Generative Model Overview
I compared generation with discrimination and connected likelihood to sampling.
- Deep-Learning Foundations
I revisited tensor shapes
- Dataset Visualization
I practiced inspecting distributions and outliers before choosing a model.