NLP – Natural Language Processing with Python

NLP – Natural Language Processing with Python

What you’ll learn

• Learn to work with Text Files with Python
• Learn how to work with PDF files in Python
• Utilize Regular Expressions for pattern searching in text
• Use Spacy for ultra fast tokenization
• Learn about Stemming and Lemmatization
• Understand Vocabulary Matching with Spacy
• Use Part of Speech Tagging to automatically process raw text files
• Understand Named Entity Recognition
• Visualize POS and NER with Spacy
• Use SciKit-Learn for Text Classification
• Use Latent Dirichlet Allocation for Topic Modelling
• Learn about Non-negative Matrix Factorization
• Use the Word2Vec algorithm
• Use NLTK for Sentiment Analysis
• Use Deep Learning to build out your own chat bot