MLP

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. MLP (3 → 4 → 3 → 2 → 1) (00:26)

2. PyTorch to Matrices (07:57)

3. Output Layer for Prediction (16:55)

4. Output Layer for Classification (18:19)

5. Softmax (19:16)

6. Softmax (numerical stability) (27:59)

7. Batch Normalization (30:32)

8. Layer Normalization (37:50)

9. Practice (39:52)

Recording & Workbook

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