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Understand and Practice AI - Basics of NLP, U & P AI Specialization:understand concepts of NLP with Building and Creating Real stuff Using Python in a short way!
Created by Abdulhadi Darwish
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What Will I Learn?
- Build real stuff in NLP
- Tokenizing text data
- Converting words to their base forms using stemming
- Converting words to their base forms using lemmatization
- Dividing text data into chunks
- Extracting document term matrix using the Bag of Words model
- Building a category predictor
- Constructing a gender identifier
- Building a sentiment analyzer
- Topic modeling using Latent Dirichlet Allocation
Requirements
- A little bit of python and Machine Learning
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