حمید الهی

حمید الهی

استادیار دانشکده بیزنس و اقتصاد دانشگاه
Wilfrid Laurier

زمانبندی

تاریخ شروع پایان
1402-05-1909:0010:30
1402-05-1911:0012:30
1402-05-1914:0015:30
1402-05-1916:0018:00
  1. Introduction
    1. Unstructured Data and Text
    2. How to Analyze Text
  2. Extract Features from Text
    1. Bag of Words
    2. Pre-processing
    3. TF-IDF
    4. N-Grams
    5. TF-IDF Visualization ( Word Cloud)
  3. Analysis with Text
    1. Clustering with Text
    2. Classification with Text
    3. Sentiment Analyses
  4. Advanced Text Analysis
    1. Word Embeddings
    2. RNN and Text
    3. Recent Innovations in Language Models