ANLP 103 – Word Embeddings & Topic Modeling

(Weeks 5–6 | Lec 6 Hrs / Lab 12 Hrs / Ext 0 Hrs | 18 Total Hrs | 0.8 Credit Hours)
Students will:

• Generate dense word representations using Word2Vec, GloVe.
• Apply topic modeling algorithms (LDA, NMF) for corpus analysis.
• Visualize and interpret semantic spaces.
  Prerequisite: ANLP 102 – Text Classification & Sentiment Analysis
  Tools: Gensim, Scikit-learn