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by Samuel Burns (Author)
Natural language processing (NLP) is about developing applications and services that are able to understand human languages. In this perfect Natural Language Processing Tutorial, we will use Python NLTK library. Natural language toolkit (NLTK) is the most popular library for natural language processing (NLP) which was written in Python and has a big community behind it. This is the Ultimate guide to learn Natural Language Processing (NLP) basics, such as how to identify and separate words, how to extract topics in a text. You dont need a big and a boring book to start today . Get Your Copy Now Book ObjectivesThe book objectives include the following:
- To help you appreciate big data as a great source of information and knowledge.
- To help you understand natural language processing.
- To help you know how to use natural language processing to extract knowledge and information from big data.
- To help you learn how to implement natural language processing solutions using NLTK (Natural Language Processing Toolkit) and other libraries in Python.
- You are a complete beginner to natural language processing.
- You want to learn Python programming for natural language processing.
- You want to advance your skills in Python for natural language processing.
- Professors, lecturers or tutors who are looking to find better ways to explain Natural Language Processing to their students in the simplest and easiest way.
- Students and academicians, especially those focusing on python programming, Neural Networks, Machine Learning, Deep Learning, and Artificial Intelligence.
- GETTING STARTED WITH NATURAL LANGUAGE PROCESSING
- TEXT WRANGLING AND CLEANSING.
- REPLACING AND CORRECTING WORDS.
- TEXT CLASSIFICATION.
- SENTIMENT ANALYSIS.
- PARSING STRUCTURE IN TEXT.
- SOCIAL MEDIA MINING.
- NLTK FOR SENTIMENT ANALYSIS.
- SCIKIT-LEARN FOR TEXT CLASSIFICATION.
- WORK WITH PDF FILES IN PYTHON.
- WORK WITH TEXT FILES IN PYTHON.
- WORD2VEC ALGORITHM.
- NLP APPLICATIONS
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