Lec-7.4 Feature Engineering (Arif Butt @ Data Science)
3:37 Learning Agenda
5:03 Overview of Feature Engineering
0:18:50 Label Encoding
0:22:11 One-Hot encoding
0:24:54 Bag of words
0:40:50 Bag of n-grams
0:45:42 TF-IDF
0:58:10 Overview of Word Embeddings
1:03:22 Word2Vec using spaCy Large English Model
1:10:27 Word2Vec using Gensim and Google News Model
email: [email protected], [email protected], [email protected]
Lecture Slides and Resources: http://arifbutt.me
Jupyter notebooks: https://github.com/arifpucit/data-sci...