This course is for anyone interested in learning & applying Natural Language Processing (NLP) for solving real-world business problems
Objective
- Cleaning & vectorization of text data (CountVectorizer, Tf-IDF, Word-2-Vec)
- Working with a mix of numeric and text data
- Visualization of Text data e.g. wordcloud
- Advanced application of NLP e.g. Fuzzy Name Matching
- Named Entity Recognition and topic classification using NLP
- Supervised, semi-supervised, and unsupervised classification in NLP
- Transformer models and their application in NLP