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Natural Language Processing (NLP) with NLTK and Scikit-learn, Learn to build expert NLP applications and machine learning projects using NLTK and Python library- scikit-learn
Created by Packt Publishing
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What you'll learn
- Build end-to-end natural language processing solutions, ranging from getting data for your model to presenting its results
- Learn core NLP concepts such as tokenization, stemming, and stop word removal
- Classify emails as spam or not-spam using basic NLP techniques and simple machine learning models
- Put documents in their relevant topics using techniques such as TF-IDF, SVMs, and LDAs
- Explore corpus management using internal and external corpora
- Write your own POS taggers and grammars so that any syntactic analyses can be performed easily
- Use the inbuilt chunker and create your own chunker to evaluate trained models
- Combine various lessons and create applicable solutions that can be easily plugged into any of your real-life application problems
