SVM

AI by Hand ✍️ Deep Learning

Library › Deep Learning by Hand ✍️ 2026

1. Linear Algebra

2. Neural Network

3. MLP

4. SVM

5. Autoencoder

Outline

1. Story (00:00)

2. Linear Kernel (05:04)

3. Polynomial Kernel (08:23)

4. Combine Linear Kernels to an SVM (11:03)

5. Combine Polynomial Kernels to an SVM (21:36)

6. Radial Basis Function (RBF) Kernel (28:05)

7. Combine RBF Kernels to an SVM (35:20)

8. Linear SVM Matrix Representation (40:35)

9. Practice (45:53)

Recording & Workbook

Members: the full recording and the Excel workbook are below ↓