Tag: Tokenization (5)

• Your Guide to Natural Language Processing (NLP) - May 23, 2019.
  
  This extensive post covers NLP use cases, basic examples, Tokenization, Stop Words Removal, Stemming, Lemmatization, Topic Modeling, the future of NLP, and more.

  Tags: AI, Data Science, Machine Learning, Natural Language Processing, NLP, Tokenization

• Text Preprocessing in Python: Steps, Tools, and Examples - Nov 6, 2018.
  
  We outline the basic steps of text preprocessing, which are needed for transferring text from human language to machine-readable format for further processing. We will also discuss text preprocessing tools.

  Pages: 1 2

  Tags: Data Preparation, NLP, Python, Text Analysis, Text Mining, Tokenization

• How Machines Understand Our Language: An Introduction to Natural Language Processing - Oct 31, 2018.
  
  The applications of NLP are endless. This is how a machine classifies whether an email is spam or not, if a review is positive or negative, and how a search engine recognizes what type of person you are based on the content of your query to customize the response accordingly.

  Tags: Machine Learning, NLP, NLTK, Python, Tokenization

• A General Approach to Preprocessing Text Data - Dec 1, 2017.
  
  Recently we had a look at a framework for textual data science tasks in their totality. Now we focus on putting together a generalized approach to attacking text data preprocessing, regardless of the specific textual data science task you have in mind.

  Tags: Data Preparation, Data Preprocessing, NLP, Text Analytics, Text Mining, Tokenization

• Introduction to Natural Language Processing, Part 1: Lexical Units - Feb 16, 2017.
  
  This series explores core concepts of natural language processing, starting with an introduction to the field and explaining how to identify lexical units as a part of data preprocessing.

  Tags: Data Preprocessing, Datascience.com, Feature Extraction, Natural Language Processing, NLP, Tokenization