lecture3.md

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#Word Window Classification, Neural Networks, and Matrix Calculus

1. Classification review/introduction

Softmax & logistic regression

NLL loss / cross-entropy loss

2. Neural Networks introduction

Neural Networks as non-linear, advanced classifiers.

3. Named Entity Recognition

4. Binary true vs. corrupted word window classification

5. Matrix Calculus

Gradient Descend? Matrix Calculus!