All Week Slides

Vector Space Models

Word by Word and Word by Doc.

Euclidean Distance

Cosine Similarity

Manipulating Words in Vector Spaces

Manipulating Word Embeddings Notebook

Visualization and PCA (Principal component Analysis)

PCA Algorithm

PCA ALGORITHM NOTEBOOK

Assignment Notebook